EMNLP 2022 Accepted Papers

The full list of 1,439 papers accepted at EMNLP 2022 (Conference on Empirical Methods in Natural Language Processing). Click any title for details, similar papers, and links to the original source. You can also search these papers by meaning, not just keywords.

1. Red Teaming Language Models with Language ModelsMain685 citations
2. Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP TasksMain582 citations
3. MedCLIP: Contrastive Learning from Unpaired Medical Images and TextMain478 citations
4. Large language models are few-shot clinical information extractorsMain448 citations
5. Large Dual Encoders Are Generalizable RetrieversMain418 citations
6. RLPrompt: Optimizing Discrete Text Prompts with Reinforcement LearningMain362 citations
7. Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary SpaceMain328 citations
8. Can language models learn from explanations in context?finding301 citations
9. Towards a Unified Multi-Dimensional Evaluator for Text GenerationMain242 citations
10. WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creationfinding230 citations
11. Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMsMain226 citations
12. Translation between Molecules and Natural LanguageMain225 citations
13. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language ModelsMain214 citations
14. The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and EvaluationMain212 citations
15. Language Models as Agent Modelsfinding205 citations
16. Language Models of Code are Few-Shot Commonsense LearnersMain205 citations
17. PromptBERT: Improving BERT Sentence Embeddings with PromptsMain205 citations
18. ZeroGen: Efficient Zero-shot Learning via Dataset GenerationMain204 citations
19. UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion RecognitionMain194 citations
20. Are Large Pre-Trained Language Models Leaking Your Personal Information?finding191 citations
21. Re3: Generating Longer Stories With Recursive Reprompting and RevisionMain188 citations
22. Active Example Selection for In-Context LearningMain186 citations
23. Quantifying Privacy Risks of Masked Language Models Using Membership Inference AttacksMain177 citations
24. Prompt-learning for Fine-grained Entity Typingfinding172 citations
25. ASQA: Factoid Questions Meet Long-Form AnswersMain170 citations
26. RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-EncoderMain170 citations
27. Large-Scale Differentially Private BERTfinding162 citations
28. Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Againfinding162 citations
29. “I’m sorry to hear that”: Finding New Biases in Language Models with a Holistic Descriptor DatasetMain162 citations
30. CTRLsum: Towards Generic Controllable Text SummarizationMain161 citations
31. Improving Passage Retrieval with Zero-Shot Question GenerationMain157 citations
32. BOOKSUM: A Collection of Datasets for Long-form Narrative Summarizationfinding151 citations
33. MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and TextMain148 citations
34. Efficient Large Scale Language Modeling with Mixtures of ExpertsMain146 citations
35. The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language ModelsMain146 citations
36. AdaMix: Mixture-of-Adaptations for Parameter-efficient Model TuningMain145 citations
37. SCROLLS: Standardized CompaRison Over Long Language SequencesMain145 citations
38. mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connectionsMain145 citations
39. Training Language Models with Memory AugmentationMain140 citations
40. Memory-assisted prompt editing to improve GPT-3 after deploymentMain136 citations
41. When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial DomainMain132 citations
42. In-Context Learning for Few-Shot Dialogue State Trackingfinding129 citations
43. LILA: A Unified Benchmark for Mathematical ReasoningMain129 citations
44. ScienceWorld: Is your Agent Smarter than a 5th Grader?Main126 citations
45. Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completionfinding124 citations
46. What Language Model to Train if You Have One Million GPU Hours?finding124 citations
47. Iteratively Prompt Pre-trained Language Models for Chain of ThoughtMain122 citations
48. Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Trainingfinding122 citations
49. A Survey of Active Learning for Natural Language ProcessingMain119 citations
50. Transformer Language Models without Positional Encodings Still Learn Positional Informationfinding119 citations
51. Calibrating Factual Knowledge in Pretrained Language Modelsfinding118 citations
52. MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuningfinding116 citations
53. Text-Only Training for Image Captioning using Noise-Injected CLIPfinding116 citations
54. ProsocialDialog: A Prosocial Backbone for Conversational AgentsMain114 citations
55. Natural Language to Code Translation with ExecutionMain112 citations
56. Successive Prompting for Decomposing Complex QuestionsMain111 citations
57. UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical ExpressionMain111 citations
58. Fine-tuned Language Models are Continual LearnersMain108 citations
59. ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft PromptsMain107 citations
60. RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQLMain107 citations
61. Video Question Answering: Datasets, Algorithms and ChallengesMain107 citations
62. ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question AnsweringMain105 citations
63. Perturbation Augmentation for Fairer NLPMain103 citations
64. Supervised Prototypical Contrastive Learning for Emotion Recognition in ConversationMain103 citations
65. COLD: A Benchmark for Chinese Offensive Language DetectionMain102 citations
66. Revisiting Parameter-Efficient Tuning: Are We Really There Yet?Main100 citations
67. Interpreting Language Models with Contrastive ExplanationsMain99 citations
68. How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions?Main98 citations
69. Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge EnhancementMain93 citations
70. Ground-Truth Labels Matter: A Deeper Look into Input-Label DemonstrationsMain92 citations
71. TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language ModelsMain92 citations
72. Revisiting DocRED - Addressing the False Negative Problem in Relation ExtractionMain91 citations
73. TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge BaseMain91 citations
74. Generative Knowledge Graph Construction: A ReviewMain90 citations
75. Revisiting Transformer-based Models for Long Document Classificationfinding90 citations
76. Neighborhood Contrastive Learning for Scientific Document Representations with Citation EmbeddingsMain89 citations
77. An Empirical Analysis of Memorization in Fine-tuned Autoregressive Language ModelsMain88 citations
78. BBTv2: Towards a Gradient-Free Future with Large Language ModelsMain88 citations
79. Few-shot Learning with Multilingual Generative Language ModelsMain88 citations
80. Logical Fallacy Detectionfinding88 citations
81. Bitext Mining Using Distilled Sentence Representations for Low-Resource Languagesfinding87 citations
82. SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adaptersfinding87 citations
83. ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understandingfinding86 citations
84. Prompting for Multimodal Hateful Meme ClassificationMain86 citations
85. Towards Tracing Knowledge in Language Models Back to the Training Datafinding85 citations
86. Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysisfinding84 citations
87. Entity-centered Cross-document Relation ExtractionMain83 citations
88. Finding Skill Neurons in Pre-trained Transformer-based Language ModelsMain83 citations
89. InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction TuningMain81 citations
90. Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting EvidenceMain81 citations
91. Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering EvaluationMain81 citations
92. Prompt Consistency for Zero-Shot Task Generalizationfinding80 citations
93. The Devil in Linear TransformerMain79 citations
94. Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Modelsfinding78 citations
95. Retrieval Augmented Visual Question Answering with Outside KnowledgeMain77 citations
96. Generating Natural Language Proofs with Verifier-Guided SearchMain76 citations
97. FLUTE: Figurative Language Understanding through Textual ExplanationsMain75 citations
98. Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry WritingMain74 citations
99. Improving the Factual Correctness of Radiology Report Generation with Semantic Rewardsfinding73 citations
100. Language Contamination Helps Explains the Cross-lingual Capabilities of English Pretrained ModelsMain73 citations
101. When Language Model Meets Private Libraryfinding73 citations
102. A Systematic Investigation of Commonsense Knowledge in Large Language ModelsMain72 citations
103. Generating Literal and Implied Subquestions to Fact-check Complex ClaimsMain72 citations
104. CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement LearningMain71 citations
105. Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?finding71 citations
106. Making Science Simple: Corpora for the Lay Summarisation of Scientific LiteratureMain70 citations
107. Textless Speech Emotion Conversion using Discrete & Decomposed RepresentationsMain70 citations
108. Truncation Sampling as Language Model Desmoothingfinding70 citations
109. GPS: Genetic Prompt Search for Efficient Few-Shot LearningMain69 citations
110. ProGen: Progressive Zero-shot Dataset Generation via In-context Feedbackfinding69 citations
111. “Will You Find These Shortcuts?” A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text ClassificationMain69 citations
112. Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language ModelsMain68 citations
113. SQuALITY: Building a Long-Document Summarization Dataset the Hard WayMain68 citations
114. ClinicalT5: A Generative Language Model for Clinical Textfinding67 citations
115. Crossmodal-3600: A Massively Multilingual Multimodal Evaluation DatasetMain66 citations
116. UniRel: Unified Representation and Interaction for Joint Relational Triple ExtractionMain66 citations
117. Zero-Shot Text Classification with Self-TrainingMain66 citations
118. RankGen: Improving Text Generation with Large Ranking ModelsMain65 citations
119. Reasoning Like Program ExecutorsMain65 citations
120. Autoregressive Structured Prediction with Language Modelsfinding64 citations
121. GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language ModelsMain64 citations
122. Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy PlanningMain64 citations
123. Keep Me Updated! Memory Management in Long-term Conversationsfinding64 citations
124. Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual GenerationMain64 citations
125. RL with KL penalties is better viewed as Bayesian inferencefinding64 citations
126. SciFact-Open: Towards open-domain scientific claim verificationfinding64 citations
127. HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text ClassificationMain63 citations
128. How Large Language Models are Transforming Machine-Paraphrase PlagiarismMain63 citations
129. COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust LearningMain62 citations
130. BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text GenerationMain61 citations
131. Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question AnsweringMain61 citations
132. META-GUI: Towards Multi-modal Conversational Agents on Mobile GUIMain61 citations
133. Open-Domain Sign Language Translation Learned from Online VideoMain61 citations
134. Improving Aspect Sentiment Quad Prediction via Template-Order Data AugmentationMain60 citations
135. Just Fine-tune Twice: Selective Differential Privacy for Large Language ModelsMain60 citations
136. Maieutic Prompting: Logically Consistent Reasoning with Recursive ExplanationsMain60 citations
137. Rainier: Reinforced Knowledge Introspector for Commonsense Question AnsweringMain60 citations
138. The Geometry of Multilingual Language Model RepresentationsMain59 citations
139. Entailer: Answering Questions with Faithful and Truthful Chains of ReasoningMain58 citations
140. Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Modelsfinding58 citations
141. SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-trainingMain58 citations
142. MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation ExtractionMain57 citations
143. Why is Winoground Hard? Investigating Failures in Visuolinguistic CompositionalityMain57 citations
144. Evaluating the Impact of Model Scale for Compositional Generalization in Semantic ParsingMain56 citations
145. Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Codingfinding56 citations
146. Stop Measuring Calibration When Humans DisagreeMain56 citations
147. A Span-level Bidirectional Network for Aspect Sentiment Triplet ExtractionMain55 citations
148. AdaPrompt: Adaptive Model Training for Prompt-based NLPfinding54 citations
149. Gradient-based Constrained Sampling from Language ModelsMain54 citations
150. Named Entity and Relation Extraction with Multi-Modal Retrievalfinding54 citations
151. Nearest Neighbor Zero-Shot InferenceMain54 citations
152. On the Evaluation Metrics for Paraphrase GenerationMain54 citations
153. SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented ParserMain54 citations
154. Boundary-Driven Table-Filling for Aspect Sentiment Triplet ExtractionMain53 citations
155. Generative Language Models for Paragraph-Level Question GenerationMain53 citations
156. Measuring the Mixing of Contextual Information in the TransformerMain53 citations
157. Exploring Document-Level Literary Machine Translation with Parallel Paragraphs from World LiteratureMain52 citations
158. KOLD: Korean Offensive Language DatasetMain52 citations
159. Mutual Information Alleviates Hallucinations in Abstractive SummarizationMain52 citations
160. PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in FinanceMain52 citations
161. Summarization as Indirect Supervision for Relation Extractionfinding52 citations
162. PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language ModelsMain51 citations
163. An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP TasksMain50 citations
164. Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model InfillingMain50 citations
165. Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structurefinding50 citations
166. Mixture of Attention Heads: Selecting Attention Heads Per TokenMain50 citations
167. Natural Language Deduction through Search over Statement Compositionsfinding50 citations
168. Open-ended Knowledge Tracing for Computer Science EducationMain50 citations
169. OpenCQA: Open-ended Question Answering with ChartsMain50 citations
170. Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the TransformerMain50 citations
171. Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLPMain50 citations
172. Automatic Generation of Socratic Subquestions for Teaching Math Word ProblemsMain49 citations
173. Balancing out Bias: Achieving Fairness Through Balanced TrainingMain49 citations
174. ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue SummarizationMain49 citations
175. Differentially Private Language Models for Secure Data SharingMain49 citations
176. HEGEL: Hypergraph Transformer for Long Document SummarizationMain49 citations
177. Prompt-Based Meta-Learning For Few-shot Text ClassificationMain49 citations
178. Dungeons and Dragons as a Dialog Challenge for Artificial IntelligenceMain48 citations
179. ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call TranscriptsMain48 citations
180. Face-Sensitive Image-to-Emotional-Text Cross-modal Translation for Multimodal Aspect-based Sentiment AnalysisMain48 citations
181. MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph CompletionMain48 citations
182. RACE: Retrieval-augmented Commit Message GenerationMain48 citations
183. Readability Controllable Biomedical Document Summarizationfinding48 citations
184. Reason first, then respond: Modular Generation for Knowledge-infused Dialoguefinding48 citations
185. TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage MethodMain48 citations
186. COPEN: Probing Conceptual Knowledge in Pre-trained Language ModelsMain47 citations
187. Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language InferenceMain47 citations
188. Is a Question Decomposition Unit All We Need?Main47 citations
189. Retrieval-Augmented Generative Question Answering for Event Argument ExtractionMain47 citations
190. Controllable Dialogue Simulation with In-context Learningfinding46 citations
191. Handling and Presenting Harmful Text in NLP Researchfinding46 citations
192. HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoningfinding46 citations
193. Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learningfinding46 citations
194. Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correctionfinding46 citations
195. A Survey of Computational Framing Analysis ApproachesMain45 citations
196. Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label GraphsMain45 citations
197. EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal DomainMain45 citations
198. Knowledge-Rich Self-Supervision for Biomedical Entity Linkingfinding45 citations
199. Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for MisinformationMain45 citations
200. Stretching Sentence-pair NLI Models to Reason over Long Documents and Clustersfinding45 citations
201. Bernice: A Multilingual Pre-trained Encoder for TwitterMain44 citations
202. Context Limitations Make Neural Language Models More Human-LikeMain44 citations
203. Exploiting Global and Local Hierarchies for Hierarchical Text ClassificationMain44 citations
204. Abstract Visual Reasoning with Tangram ShapesMain43 citations
205. Continual Training of Language Models for Few-Shot LearningMain43 citations
206. Fixing Model Bugs with Natural Language PatchesMain43 citations
207. Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answeringfinding43 citations
208. Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive LearningMain43 citations
209. PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-trainingMain43 citations
210. The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative CorrelativeMain43 citations
211. AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Modelsfinding42 citations
212. EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Startfinding42 citations
213. Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregationfinding42 citations
214. Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retrainingfinding42 citations
215. Knowledge Graph Generation From Textfinding42 citations
216. PHEE: A Dataset for Pharmacovigilance Event Extraction from TextMain42 citations
217. Toward Unifying Text Segmentation and Long Document SummarizationMain42 citations
218. CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code SearchMain41 citations
219. Human-Machine Collaboration Approaches to Build a Dialogue Dataset for Hate Speech CounteringMain41 citations
220. Outlier Dimensions that Disrupt Transformers are Driven by Frequencyfinding41 citations
221. Towards Climate Awareness in NLP ResearchMain41 citations
222. Fine-mixing: Mitigating Backdoors in Fine-tuned Language Modelsfinding40 citations
223. Graph Hawkes Transformer for Extrapolated Reasoning on Temporal Knowledge GraphsMain40 citations
224. Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checkingfinding40 citations
225. On the Limitations of Reference-Free Evaluations of Generated TextMain40 citations
226. Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single TransformerMain40 citations
227. SafeText: A Benchmark for Exploring Physical Safety in Language ModelsMain40 citations
228. SimANS: Simple Ambiguous Negatives Sampling for Dense Text RetrievalIndustry40 citations
229. SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity RecognitionMain40 citations
230. Are Neural Topic Models Broken?finding39 citations
231. Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selectionfinding39 citations
232. MABEL: Attenuating Gender Bias using Textual Entailment DataMain39 citations
233. XPrompt: Exploring the Extreme of Prompt TuningMain39 citations
234. Does Corpus Quality Really Matter for Low-Resource Languages?Main38 citations
235. Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoningfinding38 citations
236. Information-Transport-based Policy for Simultaneous TranslationMain38 citations
237. MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversationsfinding38 citations
238. PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence EmbeddingsMain38 citations
239. Towards Unified Prompt Tuning for Few-shot Text Classificationfinding38 citations
240. XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsingfinding38 citations
241. CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about NegationMain37 citations
242. DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text GenerationMain37 citations
243. Sentence-level Media Bias Analysis Informed by Discourse StructuresMain37 citations
244. Adversarial Concept Erasure in Kernel SpaceMain36 citations
245. Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Documentfinding36 citations
246. Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine TranslationMain36 citations
247. Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System ImprovementMain36 citations
248. Are All Spurious Features in Natural Language Alike? An Analysis through a Causal LensMain35 citations
249. GammaE: Gamma Embeddings for Logical Queries on Knowledge GraphsMain35 citations
250. InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddingsfinding35 citations
251. LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label PropagationMain35 citations
252. SlovakBERT: Slovak Masked Language Modelfinding35 citations
253. SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representationfinding35 citations
254. A Distributional Lens for Multi-Aspect Controllable Text GenerationMain34 citations
255. English Contrastive Learning Can Learn Universal Cross-lingual Sentence EmbeddingsMain34 citations
256. Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and GranularityMain34 citations
257. IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic LanguagesMain34 citations
258. Learning to Model Editing Processesfinding34 citations
259. Learning to Revise References for Faithful Summarizationfinding34 citations
260. SNaC: Coherence Error Detection for Narrative SummarizationMain34 citations
261. Salience Allocation as Guidance for Abstractive SummarizationMain34 citations
262. BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical LiteratureMain33 citations
263. CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generationfinding33 citations
264. Character-centric Story Visualization via Visual Planning and Token AlignmentMain33 citations
265. Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords SubstitutionMain33 citations
266. Chunk-based Nearest Neighbor Machine TranslationMain33 citations
267. Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation MetricsMain33 citations
268. Distilled Dual-Encoder Model for Vision-Language UnderstandingMain33 citations
269. Diving Deep into Modes of Fact Hallucinations in Dialogue Systemsfinding33 citations
270. Efficient (Soft) Q-Learning for Text Generation with Limited Good Datafinding33 citations
271. Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrenceMain33 citations
272. LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learningfinding33 citations
273. Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extractionfinding33 citations
274. Multitask Instruction-based Prompting for Fallacy RecognitionMain33 citations
275. Polyglot Prompt: Multilingual Multitask Prompt TrainingMain33 citations
276. Probing for Constituency Structure in Neural Language Modelsfinding33 citations
277. Table-To-Text generation and pre-training with TabT5finding33 citations
278. Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learningfinding33 citations
279. Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarizationfinding32 citations
280. How Far are We from Robust Long Abstractive Summarization?Main32 citations
281. Leveraging Locality in Abstractive Text SummarizationMain32 citations
282. Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and ProcessesMain32 citations
283. MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine TranslationMain32 citations
284. SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource LanguagesMain32 citations
285. Saving Dense Retriever from Shortcut Dependency in Conversational SearchMain32 citations
286. BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Modelfinding31 citations
287. COM-MRC: A COntext-Masked Machine Reading Comprehension Framework for Aspect Sentiment Triplet ExtractionMain31 citations
288. DEMETR: Diagnosing Evaluation Metrics for TranslationMain31 citations
289. How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformersfinding31 citations
290. MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionMain31 citations
291. QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage DistillationIndustry31 citations
292. ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning ExamplesMain31 citations
293. Tiny-NewsRec: Effective and Efficient PLM-based News RecommendationMain31 citations
294. Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data SelectionMain31 citations
295. You can’t pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LMfinding31 citations
296. Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual PromptMain31 citations
297. CrossRE: A Cross-Domain Dataset for Relation Extractionfinding30 citations
298. Directions for NLP Practices Applied to Online Hate Speech DetectionMain30 citations
299. Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response QualityMain30 citations
300. Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social MediaMain30 citations
301. Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmarkfinding30 citations
302. AfroLID: A Neural Language Identification Tool for African LanguagesMain29 citations
303. Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language ModelsMain29 citations
304. Better Few-Shot Relation Extraction with Label Prompt DropoutMain29 citations
305. Concadia: Towards Image-Based Text Generation with a PurposeMain29 citations
306. Debiasing Pretrained Text Encoders by Paying Attention to Paying AttentionMain29 citations
307. Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual TransferMain29 citations
308. Improving Low-Resource Languages in Pre-Trained Multilingual Language ModelsMain29 citations
309. IndicXNLI: Evaluating Multilingual Inference for Indian LanguagesMain29 citations
310. PLOG: Table-to-Logic Pretraining for Logical Table-to-Text GenerationMain29 citations
311. STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsingfinding29 citations
312. Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction FrameworkMain29 citations
313. Transfer Learning with Synthetic Corpora for Spatial Role Labeling and ReasoningMain29 citations
314. Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with ExpertsMain28 citations
315. Late Prompt Tuning: A Late Prompt Could Be Better Than Many Promptsfinding28 citations
316. Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language ProcessingMain28 citations
317. ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech DetectionMain28 citations
318. You Only Need One Model for Open-domain Question AnsweringMain28 citations
319. ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalizationfinding28 citations
320. A Unified Dialogue User Simulator for Few-shot Data Augmentationfinding27 citations
321. Bi-Directional Iterative Prompt-Tuning for Event Argument ExtractionMain27 citations
322. CEFR-Based Sentence Difficulty Annotation and AssessmentMain27 citations
323. CPL: Counterfactual Prompt Learning for Vision and Language ModelsMain27 citations
324. FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correctionfinding27 citations
325. Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense RelationsMain27 citations
326. Generative Multi-hop RetrievalMain27 citations
327. Generative Prompt Tuning for Relation Classificationfinding27 citations
328. Hyperdecoders: Instance-specific decoders for multi-task NLPfinding27 citations
329. Knowledge Prompting in Pre-trained Language Model for Natural Language UnderstandingMain27 citations
330. PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt LearningMain27 citations
331. Reinforced Question Rewriting for Conversational Question AnsweringIndustry27 citations
332. Scientific and Creative Analogies in Pretrained Language Modelsfinding27 citations
333. Should We Ban English NLP for a Year?Main27 citations
334. Unobserved Local Structures Make Compositional Generalization HardMain27 citations
335. A Critical Reflection and Forward Perspective on Empathy and Natural Language Processingfinding26 citations
336. Analogical Math Word Problems Solving with Enhanced Problem-Solution AssociationMain26 citations
337. ConvTrans: Transforming Web Search Sessions for Conversational Dense RetrievalMain26 citations
338. Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacksfinding26 citations
339. Fair NLP Models with Differentially Private Text Encodersfinding26 citations
340. Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQAfinding26 citations
341. Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing ModalitiesMain26 citations
342. NewsClaims: A New Benchmark for Claim Detection from News with Attribute KnowledgeMain26 citations
343. PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised Poetry Generationfinding26 citations
344. Retrieval Augmentation for Commonsense Reasoning: A Unified ApproachMain26 citations
345. RuCoLA: Russian Corpus of Linguistic AcceptabilityMain26 citations
346. SALTED: A Framework for SAlient Long-tail Translation Error Detectionfinding26 citations
347. SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph ReasoningMain26 citations
348. The Authenticity Gap in Human EvaluationMain26 citations
349. Towards Robust k-Nearest-Neighbor Machine TranslationMain26 citations
350. Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and DatabaseMain26 citations
351. Varifocal Question Generation for Fact-checkingMain26 citations
352. Active Learning for Abstractive Text Summarizationfinding25 citations
353. Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness PredictionMain25 citations
354. Augmenting Operations Research with Auto-Formulation of Optimization Models From Problem DescriptionsIndustry25 citations
355. Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering RepresentationsMain25 citations
356. ComFact: A Benchmark for Linking Contextual Commonsense Knowledgefinding25 citations
357. ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine TranslationMain25 citations
358. D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented ChatMain25 citations
359. Discovering Language-neutral Sub-networks in Multilingual Language ModelsMain25 citations
360. Exploring Mode Connectivity for Pre-trained Language ModelsMain25 citations
361. Fast Vocabulary Transfer for Language Model CompressionIndustry25 citations
362. GENIE: Toward Reproducible and Standardized Human Evaluation for Text GenerationMain25 citations
363. Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot FillingMain25 citations
364. Re-Examining Calibration: The Case of Question Answeringfinding25 citations
365. Sentiment-Aware Word and Sentence Level Pre-training for Sentiment AnalysisMain25 citations
366. TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular DataMain25 citations
367. Acceptability Judgements via Examining the Topology of Attention Mapsfinding24 citations
368. Adapting a Language Model While Preserving its General KnowledgeMain24 citations
369. Affective Knowledge Enhanced Multiple-Graph Fusion Networks for Aspect-based Sentiment AnalysisMain24 citations
370. Analyzing and Evaluating Faithfulness in Dialogue SummarizationMain24 citations
371. CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translationfinding24 citations
372. Challenges and Opportunities in Information Manipulation Detection: An Examination of Wartime Russian Mediafinding24 citations
373. Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5finding24 citations
374. Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 SurprisalMain24 citations
375. Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning FrameworkMain24 citations
376. GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate RepresentationMain24 citations
377. How “Multi” is Multi-Document Summarization?Main24 citations
378. Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problemfinding24 citations
379. Multilingual Machine Translation with Hyper-AdaptersMain24 citations
380. NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentationfinding24 citations
381. Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented DialogueMain24 citations
382. SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Basesfinding24 citations
383. Structural generalization is hard for sequence-to-sequence modelsMain24 citations
384. Textual Backdoor Attacks Can Be More Harmful via Two Simple TricksMain24 citations
385. Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice PerspectiveMain24 citations
386. Accelerating Learned Sparse Indexes Via Term Impact Decompositionfinding23 citations
387. AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African LanguagesMain23 citations
388. ArtELingo: A Million Emotion Annotations of WikiArt with Emphasis on Diversity over Language and CultureMain23 citations
389. Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream TasksMain23 citations
390. DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search EngineMain23 citations
391. EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq GenerationMain23 citations
392. Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrievalfinding23 citations
393. Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcityfinding23 citations
394. Exploring Representation-level Augmentation for Code SearchMain23 citations
395. Improving the Sample Efficiency of Prompt Tuning with Domain Adaptationfinding23 citations
396. Injecting Domain Knowledge in Language Models for Task-oriented Dialogue SystemsMain23 citations
397. Less is More: Summary of Long Instructions is Better for Program SynthesisMain23 citations
398. M2D2: A Massively Multi-Domain Language Modeling DatasetMain23 citations
399. On the Transformation of Latent Space in Fine-Tuned NLP ModelsMain23 citations
400. Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Modelsfinding23 citations
401. ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphsfinding23 citations
402. StoryER: Automatic Story Evaluation via Ranking, Rating and ReasoningMain23 citations
403. Transforming Sequence Tagging Into A Seq2Seq TaskMain23 citations
404. arXivEdits: Understanding the Human Revision Process in Scientific WritingMain23 citations
405. Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient EnsemblingMain22 citations
406. CDGP: Automatic Cloze Distractor Generation based on Pre-trained Language Modelfinding22 citations
407. ConNER: Consistency Training for Cross-lingual Named Entity RecognitionMain22 citations
408. Controlling Bias Exposure for Fair Interpretable Predictionsfinding22 citations
409. DIGAT: Modeling News Recommendation with Dual-Graph Interactionfinding22 citations
410. Detecting Label Errors by Using Pre-Trained Language ModelsMain22 citations
411. Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognitionfinding22 citations
412. Explicit Query Rewriting for Conversational Dense RetrievalMain22 citations
413. Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevancefinding22 citations
414. FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated MemesMain22 citations
415. Improving Factual Consistency in Summarization with Compression-Based Post-EditingMain22 citations
416. Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic ChangeMain22 citations
417. Learning Robust Representations for Continual Relation Extraction via Adversarial Class AugmentationMain22 citations
418. Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP SystemsMain22 citations
419. Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysisfinding22 citations
420. Neural Machine Translation with Contrastive Translation MemoriesMain22 citations
421. Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Groundingfinding22 citations
422. Revisiting Grammatical Error Correction Evaluation and BeyondMain22 citations
423. A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of LabelingMain21 citations
424. APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasetsfinding21 citations
425. Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionMain21 citations
426. Don’t Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language ModelsMain21 citations
427. EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross Attentionfinding21 citations
428. Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive LearningMain21 citations
429. Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learningfinding21 citations
430. Inductive Relation Prediction with Logical Reasoning Using Contrastive RepresentationsMain21 citations
431. Investigating the Benefits of Free-Form Rationalesfinding21 citations
432. LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classificationfinding21 citations
433. LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine TranslationMain21 citations
434. Long Text and Multi-Table Summarization: Dataset and Methodfinding21 citations
435. Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledgefinding21 citations
436. Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair ExtractionMain21 citations
437. T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine TranslationMain21 citations
438. Transformer-based Entity Typing in Knowledge GraphsMain21 citations
439. UniRPG: Unified Discrete Reasoning over Table and Text as Program GenerationMain21 citations
440. Visual Named Entity Linking: A New Dataset and A Baselinefinding21 citations
441. Z-LaVI: Zero-Shot Language Solver Fueled by Visual ImaginationMain21 citations
442. “It’s Not Just Hate”: A Multi-Dimensional Perspective on Detecting Harmful Speech OnlineMain21 citations
443. A Few More Examples May Be Worth Billions of Parametersfinding20 citations
444. ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Modelsfinding20 citations
445. Abstractive Summarization Guided by Latent Hierarchical Document StructureMain20 citations
446. An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge GraphsMain20 citations
447. Benchmarking Language Models for Code Syntax Understandingfinding20 citations
448. BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptionsfinding20 citations
449. DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learnerMain20 citations
450. Data Selection Curriculum for Neural Machine Translationfinding20 citations
451. Debiasing Masks: A New Framework for Shortcut Mitigation in NLUMain20 citations
452. Distillation-Resistant Watermarking for Model Protection in NLPfinding20 citations
453. Does Simultaneous Speech Translation need Simultaneous Models?finding20 citations
454. ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text GenerationMain20 citations
455. Exploring Dual Encoder Architectures for Question AnsweringMain20 citations
456. Exploring The Landscape of Distributional Robustness for Question Answering Modelsfinding20 citations
457. GREENER: Graph Neural Networks for News Media ProfilingMain20 citations
458. Guiding Neural Story Generation with Reader Modelsfinding20 citations
459. Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mappingfinding20 citations
460. Learning Inter-Entity-Interaction for Few-Shot Knowledge Graph CompletionMain20 citations
461. MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model ScoreMain20 citations
462. Natural Language Deduction with Incomplete InformationMain20 citations
463. Rethinking Positional Encoding in Tree Transformer for Code RepresentationMain20 citations
464. SHARE: a System for Hierarchical Assistive Recipe EditingMain20 citations
465. Soft-Labeled Contrastive Pre-Training for Function-Level Code Representationfinding20 citations
466. TextFusion: Privacy-Preserving Pre-trained Model Inference via Token FusionMain20 citations
467. Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Modelsfinding20 citations
468. Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervisionfinding20 citations
469. WR-One2Set: Towards Well-Calibrated Keyphrase GenerationMain20 citations
470. A Neural-Symbolic Approach to Natural Language Understandingfinding19 citations
471. Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewardsfinding19 citations
472. Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embeddingfinding19 citations
473. Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced LanguagesMain19 citations
474. Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies?Main19 citations
475. Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity TypingMain19 citations
476. Geographic Citation Gaps in NLP ResearchMain19 citations
477. Hierarchical Multi-Label Classification of Scientific DocumentsMain19 citations
478. Improving Iterative Text Revision by Learning Where to Edit from Other Revision TasksMain19 citations
479. Information-Theoretic Text Hallucination Reduction for Video-grounded DialogueMain19 citations
480. Invariant Language ModelingMain19 citations
481. KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question AnsweringMain19 citations
482. Learning to Decompose: Hypothetical Question Decomposition Based on Comparable TextsMain19 citations
483. Leveraging QA Datasets to Improve Generative Data AugmentationMain19 citations
484. MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph ReasoningMain19 citations
485. Multilingual Relation Classification via Efficient and Effective PromptingMain19 citations
486. On the Calibration of Massively Multilingual Language ModelsMain19 citations
487. Reproducibility in Computational Linguistics: Is Source Code Enough?Main19 citations
488. SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extractionfinding19 citations
489. TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attackfinding19 citations
490. Textual Manifold-based Defense Against Natural Language Adversarial ExamplesMain19 citations
491. Tiny-Attention Adapter: Contexts Are More Important Than the Number of ParametersMain19 citations
492. Topic Modeling by Clustering Language Model Embeddings: Human Validation on an Industry DatasetIndustry19 citations
493. TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representationfinding19 citations
494. Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media PostsMain19 citations
495. A Unified Neural Network Model for Readability Assessment with Feature Projection and Length-Balanced LossMain18 citations
496. BERT in Plutarch’s ShadowsMain18 citations
497. Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded ConversationMain18 citations
498. Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question AnsweringMain18 citations
499. Fine-Tuning Pre-trained Transformers into Decaying Fast WeightsMain18 citations
500. Graph-based Model Generation for Few-Shot Relation ExtractionMain18 citations
501. LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal ModelingMain18 citations
502. Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense ReasoningMain18 citations
503. One size does not fit all: Investigating strategies for differentially-private learning across NLP tasksMain18 citations
504. Open-Vocabulary Argument Role Prediction For Event Extractionfinding18 citations
505. Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence SelectionMain18 citations
506. Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained ModelsMain18 citations
507. Stanceosaurus: Classifying Stance Towards Multicultural MisinformationMain18 citations
508. Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Modelsfinding18 citations
509. Unifying Data Perspectivism and Personalization: An Application to Social NormsMain18 citations
510. Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translationfinding18 citations
511. Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resourcesfinding17 citations
512. Bridging Fairness and Environmental Sustainability in Natural Language ProcessingMain17 citations
513. CDConv: A Benchmark for Contradiction Detection in Chinese ConversationsMain17 citations
514. CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural RepresentationsMain17 citations
515. Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector NetworkMain17 citations
516. Chaining Simultaneous Thoughts for Numerical Reasoningfinding17 citations
517. Context-Situated Pun GenerationMain17 citations
518. Distill The Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine TranslationMain17 citations
519. Efficient Zero-shot Event Extraction with Context-Definition Alignmentfinding17 citations
520. Efficiently Tuned Parameters Are Task EmbeddingsMain17 citations
521. FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain DialogueMain17 citations
522. Factorizing Content and Budget Decisions in Abstractive Summarization of Long DocumentsMain17 citations
523. FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question AnsweringMain17 citations
524. From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correctionfinding17 citations
525. Generative Entity Typing with Curriculum LearningMain17 citations
526. MBTI Personality Prediction for Fictional Characters Using Movie Scriptsfinding17 citations
527. MEE: A Novel Multilingual Event Extraction DatasetMain17 citations
528. Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settingsfinding17 citations
529. PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational InterviewingMain17 citations
530. Q-TOD: A Query-driven Task-oriented Dialogue SystemMain17 citations
531. R2D2: Robust Data-to-Text with Replacement DetectionMain17 citations
532. SLING: Sino Linguistic Evaluation of Large Language ModelsMain17 citations
533. Sequentially Controlled Text Generationfinding17 citations
534. Task Compass: Scaling Multi-task Pre-training with Task Prefixfinding17 citations
535. Understanding Jargon: Combining Extraction and Generation for Definition ModelingMain17 citations
536. A Benchmark and Dataset for Post-OCR text correction in Sanskritfinding16 citations
537. A Template-based Method for Constrained Neural Machine TranslationMain16 citations
538. A Two-Stage Approach towards Generalization in Knowledge Base Question Answeringfinding16 citations
539. An Error-Guided Correction Model for Chinese Spelling Error Correctionfinding16 citations
540. Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 VideosMain16 citations
541. AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learningfinding16 citations
542. BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue DatasetsMain16 citations
543. CODER: An efficient framework for improving retrieval through COntextual Document Embedding RerankingMain16 citations
544. CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited SupervisionMain16 citations
545. Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language ModelsMain16 citations
546. Enhancing Multilingual Language Model with Massive Multilingual Knowledge TriplesMain16 citations
547. Evidence > Intuition: Transferability Estimation for Encoder SelectionMain16 citations
548. Graph Embeddings for Argumentation Quality Assessmentfinding16 citations
549. HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Thresholdfinding16 citations
550. Improved grammatical error correction by ranking elementary editsMain16 citations
551. InforMask: Unsupervised Informative Masking for Language Model PretrainingMain16 citations
552. Lexi: Self-Supervised Learning of the UI Languagefinding16 citations
553. Low-resource Interactive Active Labeling for Fine-tuning Language Modelsfinding16 citations
554. Non-Parametric Domain Adaptation for End-to-End Speech TranslationMain16 citations
555. Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesisfinding16 citations
556. Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge DistillationMain16 citations
557. Reproducibility Issues for BERT-based Evaluation MetricsMain16 citations
558. Robustness of Demonstration-based Learning Under Limited Data ScenarioMain16 citations
559. The Curious Case of Absolute Position Embeddingsfinding16 citations
560. Towards Summary Candidates FusionMain16 citations
561. Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating ApproachMain16 citations
562. Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent DiscoveryMain16 citations
563. Weakly-Supervised Temporal Article GroundingMain16 citations
564. m4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapterfinding16 citations
565. A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity RecognitionMain15 citations
566. BanglaRQA: A Benchmark Dataset for Under-resourced Bangla Language Reading Comprehension-based Question Answering with Diverse Question-Answer Typesfinding15 citations
567. CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generationfinding15 citations
568. CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structurefinding15 citations
569. CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog EvaluationMain15 citations
570. CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question AnsweringMain15 citations
571. Can Transformers Reason in Fragments of Natural Language?Main15 citations
572. Conditional Supervised Contrastive Learning for Fair Text Classificationfinding15 citations
573. Counterfactual Data Augmentation via Perspective Transition for Open-Domain DialoguesMain15 citations
574. DANLI: Deliberative Agent for Following Natural Language InstructionsMain15 citations
575. DEER: Descriptive Knowledge Graph for Explaining Entity RelationshipsMain15 citations
576. DRLK: Dynamic Hierarchical Reasoning with Language Model and Knowledge Graph for Question AnsweringMain15 citations
577. Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregationfinding15 citations
578. Does Self-Rationalization Improve Robustness to Spurious Correlations?Main15 citations
579. EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and IndexingMain15 citations
580. ER-Test: Evaluating Explanation Regularization Methods for Language Modelsfinding15 citations
581. Estimating Soft Labels for Out-of-Domain Intent DetectionMain15 citations
582. Extending Logic Explained Networks to Text ClassificationMain15 citations
583. Federated Continual Learning for Text Classification via Selective Inter-client Transferfinding15 citations
584. Fine-grained Contrastive Learning for Relation ExtractionMain15 citations
585. FineD-Eval: Fine-grained Automatic Dialogue-Level EvaluationMain15 citations
586. Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognitionfinding15 citations
587. Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulatorfinding15 citations
588. Joint Completion and Alignment of Multilingual Knowledge GraphsMain15 citations
589. KPDROP: Improving Absent Keyphrase Generationfinding15 citations
590. Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI ModelsMain15 citations
591. Mask the Correct Tokens: An Embarrassingly Simple Approach for Error CorrectionMain15 citations
592. Modeling Information Change in Science Communication with Semantically Matched ParaphrasesMain15 citations
593. MuGER2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answeringfinding15 citations
594. Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experimentsfinding15 citations
595. Search to Pass Messages for Temporal Knowledge Graph Completionfinding15 citations
596. Self-supervised Graph Masking Pre-training for Graph-to-Text GenerationMain15 citations
597. Speaker Overlap-aware Neural Diarization for Multi-party Meeting AnalysisMain15 citations
598. Structure-Unified M-Tree Coding Solver for Math Word ProblemMain15 citations
599. System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoningfinding15 citations
600. TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch SelectionMain15 citations
601. Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic KnowledgeMain15 citations
602. Visual Spatial Description: Controlled Spatial-Oriented Image-to-Text GenerationMain15 citations
603. Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translationfinding15 citations
604. WeDef: Weakly Supervised Backdoor Defense for Text ClassificationMain15 citations
605. A Unified Encoder-Decoder Framework with Entity MemoryMain14 citations
606. A Unified Framework for Pun Generation with Humor Principlesfinding14 citations
607. Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated ExplanationsMain14 citations
608. Discovering Low-rank Subspaces for Language-agnostic Multilingual RepresentationsMain14 citations
609. Disentangling Uncertainty in Machine Translation EvaluationMain14 citations
610. Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix FactorizationMain14 citations
611. Empowering the Fact-checkers! Automatic Identification of Claim Spans on TwitterMain14 citations
612. Entity-level Sentiment Analysis in Contact Center Telephone ConversationsIndustry14 citations
613. FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and CaptioningMain14 citations
614. Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text RepresentationMain14 citations
615. Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Expertsfinding14 citations
616. Generating Information-Seeking Conversations from Unlabeled DocumentsMain14 citations
617. History-Aware Hierarchical Transformer for Multi-session Open-domain Dialogue Systemfinding14 citations
618. Improving Bilingual Lexicon Induction with Cross-Encoder Rerankingfinding14 citations
619. Improving Machine Translation with Phrase Pair Injection and Corpus FilteringMain14 citations
620. Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detectionfinding14 citations
621. Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language UnderstandingMain14 citations
622. Learning with Rejection for Abstractive Text SummarizationMain14 citations
623. Measuring and Improving Semantic Diversity of Dialogue Generationfinding14 citations
624. Multilingual Multimodal Learning with Machine Translated Textfinding14 citations
625. Numerical Optimizations for Weighted Low-rank Estimation on Language ModelsMain14 citations
626. Parameter-Efficient Tuning Makes a Good Classification HeadMain14 citations
627. ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and SelectMain14 citations
628. Representation Learning for Resource-Constrained Keyphrase Generationfinding14 citations
629. RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive ReasonersMain14 citations
630. Style Transfer as Data Augmentation: A Case Study on Named Entity RecognitionMain14 citations
631. Systematicity in GPT-3’s Interpretation of Novel English Noun Compoundsfinding14 citations
632. TASA: Deceiving Question Answering Models by Twin Answer Sentences AttackMain14 citations
633. Unsupervised Multi-Granularity Summarizationfinding14 citations
634. A Dataset for Hyper-Relational Extraction and a Cube-Filling ApproachMain13 citations
635. A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsingfinding13 citations
636. Attention weights accurately predict language representations in the brainfinding13 citations
637. BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examplesfinding13 citations
638. Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence ModelingMain13 citations
639. Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier TransformMain13 citations
640. Don’t Copy the Teacher: Data and Model Challenges in Embodied DialogueMain13 citations
641. Efficient Pre-training of Masked Language Model via Concept-based Curriculum MaskingMain13 citations
642. Evaluating and Improving Factuality in Multimodal Abstractive SummarizationMain13 citations
643. Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformationfinding13 citations
644. Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setupfinding13 citations
645. Finding Dataset Shortcuts with Grammar InductionMain13 citations
646. G3: Geolocation via Guidebook Groundingfinding13 citations
647. Gender Bias in Meta-Embeddingsfinding13 citations
648. Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance DetectionMain13 citations
649. Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine TranslationMain13 citations
650. Improving Event Coreference Resolution Using Document-level and Topic-level InformationMain13 citations
651. Improving Generalization of Pre-trained Language Models via Stochastic Weight Averagingfinding13 citations
652. Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic PerspectiveMain13 citations
653. Inferring Implicit Relations in Complex Questions with Language Modelsfinding13 citations
654. Is anisotropy really the cause of BERT embeddings not being semantic?finding13 citations
655. JamPatoisNLI: A Jamaican Patois Natural Language Inference Datasetfinding13 citations
656. Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detectionfinding13 citations
657. Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task GeneralizationMain13 citations
658. Linguistic Corpus Annotation for Automatic Text Simplification EvaluationMain13 citations
659. MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality SequencesMain13 citations
660. Measurement Extraction with Natural Language Processing: A Reviewfinding13 citations
661. Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual InferenceMain13 citations
662. Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQAfinding13 citations
663. Model Criticism for Long-Form Text GenerationMain13 citations
664. Natural Logic-guided Autoregressive Multi-hop Document Retrieval for Fact VerificationMain13 citations
665. Open Relation and Event Type Discovery with Type AbstractionMain13 citations
666. PAR: Political Actor Representation Learning with Social Context and Expert KnowledgeMain13 citations
667. PAUQ: Text-to-SQL in Russianfinding13 citations
668. PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Textfinding13 citations
669. PreQuEL: Quality Estimation of Machine Translation Outputs in AdvanceMain13 citations
670. Probing for Incremental Parse States in Autoregressive Language Modelsfinding13 citations
671. Prompt-based Distribution Alignment for Domain Generalization in Text ClassificationMain13 citations
672. RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment TreesMain13 citations
673. SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Predictionfinding13 citations
674. Sparse Mixers: Combining MoE and Mixing to build a more efficient BERTfinding13 citations
675. Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classificationfinding13 citations
676. Towards Better Document-level Relation Extraction via Iterative InferenceMain13 citations
677. Towards Intention Understanding in Suicidal Risk Assessment with Natural Language Processingfinding13 citations
678. Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Studyfinding13 citations
679. TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse Languagesfinding13 citations
680. Using Commonsense Knowledge to Answer Why-QuestionsMain13 citations
681. What Do Compressed Multilingual Machine Translation Models Forget?finding13 citations
682. When Can Transformers Ground and Compose: Insights from Compositional Generalization BenchmarksMain13 citations
683. XDoc: Unified Pre-training for Cross-Format Document Understandingfinding13 citations
684. A Fine-grained Chinese Software Privacy Policy Dataset for Sequence Labeling and Regulation Compliant IdentificationMain12 citations
685. A Framework for Adapting Pre-Trained Language Models to Knowledge Graph CompletionMain12 citations
686. Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue ModelingMain12 citations
687. CGF: Constrained Generation Framework for Query Rewriting in Conversational AIIndustry12 citations
688. CISLR: Corpus for Indian Sign Language RecognitionMain12 citations
689. Continual Learning of Neural Machine Translation within Low Forgetting Risk RegionsMain12 citations
690. Curriculum Prompt Learning with Self-Training for Abstractive Dialogue SummarizationMain12 citations
691. Dependency Parsing via Sequence Generationfinding12 citations
692. Discovering Differences in the Representation of People using Contextualized Semantic AxesMain12 citations
693. DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse LanguagesMain12 citations
694. Doc2Bot: Accessing Heterogeneous Documents via Conversational Botsfinding12 citations
695. DropMix: A Textual Data Augmentation Combining Dropout with MixupMain12 citations
696. Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Expertsfinding12 citations
697. EnDex: Evaluation of Dialogue Engagingness at Scalefinding12 citations
698. Evaluating the Knowledge Dependency of QuestionsMain12 citations
699. Few-Shot (Dis)Agreement Identification in Online Discussions with Regularized and Augmented Meta-Learningfinding12 citations
700. Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasksfinding12 citations
701. G-MAP: General Memory-Augmented Pre-trained Language Model for Domain TasksMain12 citations
702. HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder ModelsMain12 citations
703. IDK-MRC: Unanswerable Questions for Indonesian Machine Reading ComprehensionMain12 citations
704. Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question AlignmentMain12 citations
705. Invernet: An Inversion Attack Framework to Infer Fine-Tuning Datasets through Word Embeddingsfinding12 citations
706. Knowledge-Enhanced Self-Supervised Prototypical Network for Few-Shot Event Detectionfinding12 citations
707. Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and RelationsMain12 citations
708. MGDoc: Pre-training with Multi-granular Hierarchy for Document Image UnderstandingMain12 citations
709. MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representationfinding12 citations
710. Meta-Learning Fast Weight Language ModelsMain12 citations
711. Multi-Label Intent Detection via Contrastive Task Specialization of Sentence EncodersMain12 citations
712. Multimodal Knowledge Learning for Named Entity Disambiguationfinding12 citations
713. Normalized Contrastive Learning for Text-Video RetrievalMain12 citations
714. On the Impact of Temporal Concept Drift on Model Explanationsfinding12 citations
715. Pre-training Language Models with Deterministic Factual KnowledgeMain12 citations
716. RED-ACE: Robust Error Detection for ASR using Confidence EmbeddingsMain12 citations
717. Robots-Dont-Cry: Understanding Falsely Anthropomorphic Utterances in Dialog SystemsMain12 citations
718. Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Studyfinding12 citations
719. Scientific Paper Extractive Summarization Enhanced by Citation GraphsMain12 citations
720. Self-supervised Cross-modal Pretraining for Speech Emotion Recognition and Sentiment Analysisfinding12 citations
721. SetGNER: General Named Entity Recognition as Entity Set GenerationMain12 citations
722. Simple Questions Generate Named Entity Recognition DatasetsMain12 citations
723. Syntactic Multi-view Learning for Open Information ExtractionMain12 citations
724. Towards relation extraction from speechMain12 citations
725. Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translationfinding12 citations
726. Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question AnsweringMain12 citations
727. Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representationsfinding12 citations
728. WeTS: A Benchmark for Translation SuggestionMain12 citations
729. X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive SummarizationMain12 citations
730. Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyondfinding12 citations
731. A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language InferenceMain11 citations
732. Ask-and-Verify: Span Candidate Generation and Verification for Attribute Value ExtractionIndustry11 citations
733. CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsersfinding11 citations
734. Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generationfinding11 citations
735. Controlled Text ReductionMain11 citations
736. Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic ScenarioMain11 citations
737. Cross-document Event Coreference Search: Task, Dataset and ModelingMain11 citations
738. Discord Questions: A Computational Approach To Diversity Analysis in News Coveragefinding11 citations
739. Enhancing Automatic Readability Assessment with Pre-training and Soft Labels for Ordinal Regressionfinding11 citations
740. Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemblefinding11 citations
741. EvEntS ReaLM: Event Reasoning of Entity States via Language ModelsMain11 citations
742. ExPUNations: Augmenting Puns with Keywords and ExplanationsMain11 citations
743. FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustnessfinding11 citations
744. Focus! Relevant and Sufficient Context Selection for News Image Captioningfinding11 citations
745. How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts.finding11 citations
746. Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusionfinding11 citations
747. Keyphrase Generation Beyond the Boundaries of Title and Abstractfinding11 citations
748. Let the CAT out of the bag: Contrastive Attributed explanations for TextMain11 citations
749. Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language InferenceMain11 citations
750. MetaASSIST: Robust Dialogue State Tracking with Meta LearningMain11 citations
751. Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Modelsfinding11 citations
752. Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge GraphsMain11 citations
753. Opening up Minds with Argumentative Dialoguesfinding11 citations
754. QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware RelevanceMain11 citations
755. Quadapter: Adapter for GPT-2 Quantizationfinding11 citations
756. RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon InductionMain11 citations
757. SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Trainingfinding11 citations
758. SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddingsfinding11 citations
759. SocioProbe: What, When, and Where Language Models Learn about SociodemographicsMain11 citations
760. Textual Enhanced Contrastive Learning for Solving Math Word Problemsfinding11 citations
761. Topical Segmentation of Spoken Narratives: A Test Case on Holocaust Survivor TestimoniesMain11 citations
762. TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal RestrictionMain11 citations
763. Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer EncodersMain11 citations
764. Unsupervised Text Deidentificationfinding11 citations
765. Vector-Quantized Input-Contextualized Soft Prompts for Natural Language UnderstandingMain11 citations
766. Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity RecognitionMain11 citations
767. Adapters for Enhanced Modeling of Multilingual Knowledge and Textfinding10 citations
768. Adaptive Label Smoothing with Self-Knowledge in Natural Language GenerationMain10 citations
769. Are representations built from the ground up? An empirical examination of local composition in language modelsMain10 citations
770. Argument Mining for Review Helpfulness PredictionMain10 citations
771. Automatic Document Selection for Efficient Encoder PretrainingMain10 citations
772. Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single ProjectionMain10 citations
773. CANarEx: Contextually Aware Narrative Extraction for Semantically Rich Text-as-data Applicationsfinding10 citations
774. Calibrating Imbalanced Classifiers with Focal Loss: An Empirical StudyIndustry10 citations
775. Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probesfinding10 citations
776. Conditional set generation using Seq2seq modelsMain10 citations
777. Contrastive Demonstration Tuning for Pre-trained Language Modelsfinding10 citations
778. Controllable Fake Document Infilling for Cyber Deceptionfinding10 citations
779. CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarizationfinding10 citations
780. Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?Main10 citations
781. Decoding a Neural Retriever’s Latent Space for Query SuggestionMain10 citations
782. Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue EmbeddingsMain10 citations
783. Do Charge Prediction Models Learn Legal Theory?finding10 citations
784. Do Language Models Understand Measurements?finding10 citations
785. Efficient Adversarial Training with Robust Early-Bird TicketsMain10 citations
786. EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switchingfinding10 citations
787. Experimental Standards for Deep Learning in Natural Language Processing Researchfinding10 citations
788. ExpertPLM: Pre-training Expert Representation for Expert Findingfinding10 citations
789. Factual Accuracy is not Enough: Planning Consistent Description Order for Radiology Report GenerationMain10 citations
790. Few-shot Query-Focused Summarization with Prefix-MergingMain10 citations
791. Holistic Sentence Embeddings for Better Out-of-Distribution Detectionfinding10 citations
792. How to disagree well: Investigating the dispute tactics used on WikipediaMain10 citations
793. Improving HowNet-Based Chinese Word Sense Disambiguation with Translationsfinding10 citations
794. Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answeringfinding10 citations
795. LADIS: Language Disentanglement for 3D Shape Editingfinding10 citations
796. Language Models Are Poor Learners of Directional Inferencefinding10 citations
797. MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided ClusteringMain10 citations
798. Modal-specific Pseudo Query Generation for Video Corpus Moment RetrievalMain10 citations
799. Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Methodfinding10 citations
800. Mutual Exclusivity Training and Primitive Augmentation to Induce CompositionalityMain10 citations
801. PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Predictionfinding10 citations
802. PaCo: Preconditions Attributed to Commonsense Knowledgefinding10 citations
803. Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader ModelsMain10 citations
804. Predicting Fine-Tuning Performance with ProbingMain10 citations
805. Query-based Instance Discrimination Network for Relational Triple ExtractionMain10 citations
806. Residual Learning of Neural Text Generation with n-gram Language Modelfinding10 citations
807. Sarcasm Detection is Way Too Easy! An Empirical Comparison of Human and Machine Sarcasm Detectionfinding10 citations
808. Semi-supervised New Slot Discovery with Incremental Clusteringfinding10 citations
809. Simple but Challenging: Natural Language Inference Models Fail on Simple Sentencesfinding10 citations
810. SubeventWriter: Iterative Sub-event Sequence Generation with Coherence ControllerMain10 citations
811. TABS: Efficient Textual Adversarial Attack for Pre-trained NL Code Model Using Semantic Beam SearchMain10 citations
812. The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddingsfinding10 citations
813. Time-aware Prompting for Text Generationfinding10 citations
814. Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title DatasetMain10 citations
815. Toward the Limitation of Code-Switching in Cross-Lingual TransferMain10 citations
816. Towards Robust NLG Bias Evaluation with Syntactically-diverse Promptsfinding10 citations
817. TransLIST: A Transformer-Based Linguistically Informed Sanskrit Tokenizerfinding10 citations
818. Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot QueryingMain10 citations
819. Unifying the Convergences in Multilingual Neural Machine TranslationMain10 citations
820. Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence LabelingMain10 citations
821. Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language GenerationMain10 citations
822. What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic EnvironmentMain10 citations
823. When does Parameter-Efficient Transfer Learning Work for Machine Translation?Main10 citations
824. You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledgefinding10 citations
825. AEG: Argumentative Essay Generation via A Dual-Decoder Model with Content PlanningMain9 citations
826. Augmenting Multi-Turn Text-to-SQL Datasets with Self-Playfinding9 citations
827. Beyond Additive Fusion: Learning Non-Additive Multimodal Interactionsfinding9 citations
828. Bilingual Synchronization: Restoring Translational Relationships with Editing OperationsMain9 citations
829. Boosting Natural Language Generation from Instructions with Meta-LearningMain9 citations
830. Breakpoint Transformers for Modeling and Tracking Intermediate BeliefsMain9 citations
831. Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive TranslationMain9 citations
832. Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approachfinding9 citations
833. Conditioned Masked Language and Image Modeling for Image-Text Dense Retrievalfinding9 citations
834. Conversation Disentanglement with Bi-Level Contrastive Learningfinding9 citations
835. Cross-Domain Sentiment Classification using Semantic Representationfinding9 citations
836. DocInfer: Document-level Natural Language Inference using Optimal Evidence SelectionMain9 citations
837. Don’t Just Clean It, Proxy Clean It: Mitigating Bias by Proxy in Pre-Trained Modelsfinding9 citations
838. Ethics consideration sections in natural language processing papersMain9 citations
839. Extracted BERT Model Leaks More Information than You Think!Main9 citations
840. Full-Stack Information Extraction System for Cybersecurity IntelligenceIndustry9 citations
841. Gendered Mental Health Stigma in Masked Language ModelsMain9 citations
842. Generalizing over Long Tail Concepts for Medical Term NormalizationMain9 citations
843. Guiding Neural Entity Alignment with CompatibilityMain9 citations
844. GuoFeng: A Benchmark for Zero Pronoun Recovery and TranslationMain9 citations
845. Hierarchical Phrase-Based Sequence-to-Sequence LearningMain9 citations
846. HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crises Responsefinding9 citations
847. Improving Large-scale Paraphrase Acquisition and GenerationMain9 citations
848. Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm ClippingMain9 citations
849. Influence Functions for Sequence Tagging Modelsfinding9 citations
850. Intriguing Properties of Compression on Multilingual ModelsMain9 citations
851. IsoVec: Controlling the Relative Isomorphism of Word Embedding SpacesMain9 citations
852. JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and SummarizationMain9 citations
853. Joint Multilingual Knowledge Graph Completion and Alignmentfinding9 citations
854. KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answeringfinding9 citations
855. Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence EmbeddingMain9 citations
856. Knowledge Transfer from Answer Ranking to Answer GenerationMain9 citations
857. LPC: A Logits and Parameter Calibration Framework for Continual Learningfinding9 citations
858. Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word GenerationMain9 citations
859. Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Modelsfinding9 citations
860. Leveraging Training Dynamics and Self-Training for Text Classificationfinding9 citations
861. M3: Multi-level dataset for Multi-document summarisation of Medical studiesfinding9 citations
862. MANTa: Efficient Gradient-Based Tokenization for End-to-End Robust Language Modelingfinding9 citations
863. Multi-Granularity Optimization for Non-Autoregressive TranslationMain9 citations
864. Multilingual Sentence Transformer as A Multilingual Word Alignerfinding9 citations
865. NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measuresfinding9 citations
866. Non-Autoregressive Neural Machine Translation: A Call for ClarityMain9 citations
867. On the Role of Bidirectionality in Language Model Pre-Trainingfinding9 citations
868. Probing Structural Knowledge from Pre-trained Language Model for Argumentation Relation Classificationfinding9 citations
869. QASem Parsing: Text-to-text Modeling of QA-based SemanticsMain9 citations
870. Questioning the Validity of Summarization Datasets and Improving Their Factual ConsistencyMain9 citations
871. ROSE: Robust Selective Fine-tuning for Pre-trained Language ModelsMain9 citations
872. RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrievalfinding9 citations
873. Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation ExtractionMain9 citations
874. Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better TextbookMain9 citations
875. Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-trainingIndustry9 citations
876. STGN: an Implicit Regularization Method for Learning with Noisy Labels in Natural Language ProcessingMain9 citations
877. SentBS: Sentence-level Beam Search for Controllable SummarizationMain9 citations
878. Simplified Graph Learning for Inductive Short Text ClassificationMain9 citations
879. The (Undesired) Attenuation of Human Biases by MultilingualityMain9 citations
880. Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent LandscapingMain9 citations
881. Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Accessfinding9 citations
882. Towards Intelligent Clinically-Informed Language Analyses of People with Bipolar Disorder and Schizophreniafinding9 citations
883. VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understandingfinding9 citations
884. A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity TypingMain8 citations
885. Aligning Recommendation and Conversation via Dual ImitationMain8 citations
886. AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistantfinding8 citations
887. Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal TransportMain8 citations
888. Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence EstimatesMain8 citations
889. Can Language Models Serve as Temporal Knowledge Bases?finding8 citations
890. CapOnImage: Context-driven Dense-Captioning on ImageMain8 citations
891. Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Gamefinding8 citations
892. Certified Error Control of Candidate Set Pruning for Two-Stage Relevance RankingMain8 citations
893. CodeExp: Explanatory Code Document Generationfinding8 citations
894. Communication breakdown: On the low mutual intelligibility between human and neural captioningMain8 citations
895. ConGen: Unsupervised Control and Generalization Distillation For Sentence Representationfinding8 citations
896. ConReader: Exploring Implicit Relations in Contracts for Contract Clause ExtractionMain8 citations
897. Cross-Align: Modeling Deep Cross-lingual Interactions for Word AlignmentMain8 citations
898. Developing Prefix-Tuning Models for Hierarchical Text ClassificationIndustry8 citations
899. DialogueGAT: A Graph Attention Network for Financial Risk Prediction by Modeling the Dialogues in Earnings Conference Callsfinding8 citations
900. Efficient Nearest Neighbor Emotion Classification with BERT-whiteningMain8 citations
901. Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense RetrievalMain8 citations
902. Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systemsfinding8 citations
903. Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State TrackingMain8 citations
904. Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkienfinding8 citations
905. Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarizationfinding8 citations
906. Generative Entity-to-Entity Stance Detection with Knowledge Graph AugmentationMain8 citations
907. Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech TaggingMain8 citations
908. He Said, She Said: Style Transfer for Shifting the Perspective of Dialoguesfinding8 citations
909. Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic SegmentationMain8 citations
910. Improving Multi-task Stance Detection with Multi-task Interaction NetworkMain8 citations
911. Inducer-tuning: Connecting Prefix-tuning and Adapter-tuningMain8 citations
912. Interventional Training for Out-Of-Distribution Natural Language UnderstandingMain8 citations
913. It’s Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detectionfinding8 citations
914. Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognitionfinding8 citations
915. Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnosticsfinding8 citations
916. Language as a fingerprint: Self-supervised learning of user encodings using transformersfinding8 citations
917. Learning Semantic Textual Similarity via Topic-informed Discrete Latent VariablesMain8 citations
918. MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generationfinding8 citations
919. Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Tokenfinding8 citations
920. Multi-View Active Learning for Short Text Classification in User-Generated Datafinding8 citations
921. Narrate Dialogues for Better Summarizationfinding8 citations
922. On Measuring the Intrinsic Few-Shot Hardness of DatasetsMain8 citations
923. PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completionfinding8 citations
924. Probing Relational Knowledge in Language Models via Word Analogiesfinding8 citations
925. PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Populationfinding8 citations
926. RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive LearningMain8 citations
927. Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content DilutionsMain8 citations
928. SPE: Symmetrical Prompt Enhancement for Fact ProbingMain8 citations
929. Self-Distillation with Meta Learning for Knowledge Graph Completionfinding8 citations
930. Semi-Supervised Lifelong Language Learningfinding8 citations
931. Sharpness-Aware Minimization with Dynamic Reweightingfinding8 citations
932. Social-aware Sparse Attention Network for Session-based Social Recommendationfinding8 citations
933. Subword Evenness (SuE) as a Predictor of Cross-lingual Transfer to Low-resource LanguagesMain8 citations
934. VIRT: Improving Representation-based Text Matching via Virtual InteractionMain8 citations
935. You Are My Type! Type Embeddings for Pre-trained Language Modelsfinding8 citations
936. monoQA: Multi-Task Learning of Reranking and Answer Extraction for Open-Retrieval Conversational Question AnsweringMain8 citations
937. A Federated Approach to Predicting Emojis in Hindi TweetsMain7 citations
938. A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer MechanismMain7 citations
939. A Hierarchical N-Gram Framework for Zero-Shot Link Predictionfinding7 citations
940. A Multi-Modal Knowledge Graph for Classical Chinese Poetryfinding7 citations
941. A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation TechniquesMain7 citations
942. A Second Wave of UD Hebrew Treebanking and Cross-Domain ParsingMain7 citations
943. A Sequential Flow Control Framework for Multi-hop Knowledge Base Question AnsweringMain7 citations
944. Attention and Edge-Label Guided Graph Convolutional Networks for Named Entity RecognitionMain7 citations
945. Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanationsfinding7 citations
946. Boosting Document-Level Relation Extraction by Mining and Injecting Logical RulesMain7 citations
947. CONSISTENT: Open-Ended Question Generation From News Articlesfinding7 citations
948. Cascading Biases: Investigating the Effect of Heuristic Annotation Strategies on Data and ModelsMain7 citations
949. CoCoa: An Encoder-Decoder Model for Controllable Code-switched GenerationMain7 citations
950. Code Vulnerability Detection via Nearest Neighbor Mechanismfinding7 citations
951. Consultation Checklists: Standardising the Human Evaluation of Medical Note GenerationIndustry7 citations
952. Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labelingfinding7 citations
953. Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation ExtractionMain7 citations
954. Curriculum Learning Meets Weakly Supervised Multimodal Correlation LearningMain7 citations
955. DORE: Document Ordered Relation Extraction based on Generative Frameworkfinding7 citations
956. Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generationfinding7 citations
957. Data-Efficient Playlist Captioning With Musical and Linguistic KnowledgeMain7 citations
958. DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learningfinding7 citations
959. Differentiable Data Augmentation for Contrastive Sentence Representation LearningMain7 citations
960. Dimension Reduction for Efficient Dense Retrieval via Conditional AutoencoderMain7 citations
961. Discourse-Aware Soft Prompting for Text GenerationMain7 citations
962. Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clusteringfinding7 citations
963. DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching ModelsMain7 citations
964. Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product QuantizationMain7 citations
965. Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine TranslationMain7 citations
966. Faithful Knowledge Graph Explanations in Commonsense Question AnsweringMain7 citations
967. FocusQA: Open-Domain Question Answering with a Context in Focusfinding7 citations
968. Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog SystemsIndustry7 citations
969. Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenariosMain7 citations
970. Improve Interpretability of Neural Networks via Sparse Contrastive Codingfinding7 citations
971. Keyphrase Generation via Soft and Hard Semantic CorrectionsMain7 citations
972. Knowledge Distillation based Contextual Relevance Matching for E-commerce Product SearchIndustry7 citations
973. LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-trainingfinding7 citations
974. Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and AnalysisMain7 citations
975. Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inferencefinding7 citations
976. Leveraging Data Recasting to Enhance Tabular Reasoningfinding7 citations
977. Linearizing Transformer with Key-Value MemoryMain7 citations
978. Making Pretrained Language Models Good Long-tailed LearnersMain7 citations
979. Mitigating Covertly Unsafe Text within Natural Language Systemsfinding7 citations
980. Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random FieldMain7 citations
981. Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modelingfinding7 citations
982. OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text ClassificationMain7 citations
983. PLM-based World Models for Text-based GamesMain7 citations
984. Prototype-Representations for Training Data Filtering in Weakly-Supervised Information ExtractionIndustry7 citations
985. Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation NegativesMain7 citations
986. Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filteringfinding7 citations
987. SMASH: Improving SMAll Language Models’ Few-SHot Ability with Prompt-Based Distillationfinding7 citations
988. Sentence Representation Learning with Generative Objective rather than Contrastive ObjectiveMain7 citations
989. SepLL: Separating Latent Class Labels from Weak Supervision Noisefinding7 citations
990. SimQA: Detecting Simultaneous MT Errors through Word-by-Word Question AnsweringMain7 citations
991. Sparse Teachers Can Be Dense with KnowledgeMain7 citations
992. TAPE: Assessing Few-shot Russian Language Understandingfinding7 citations
993. Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard ContextsMain7 citations
994. The Aligned Multimodal Movie Treebank: An audio, video, dependency-parse treebankMain7 citations
995. The Architectural Bottleneck PrincipleMain7 citations
996. The Importance of Being Parameters: An Intra-Distillation Method for Serious GainsMain7 citations
997. Topic Modeling With Topological Data AnalysisMain7 citations
998. Towards Generalizable and Robust Text-to-SQL Parsingfinding7 citations
999. Tracing Semantic Variation in SlangMain7 citations
1000. ULN: Towards Underspecified Vision-and-Language NavigationMain7 citations

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