COLING 2022 Accepted Papers

The full list of 630 papers accepted at COLING 2022 (International Conference on Computational Linguistics). 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. ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence EmbeddingMain159 citations
2. A Survey on Multimodal Disinformation DetectionMain156 citations
3. SHAP-Based Explanation Methods: A Review for NLP InterpretabilityMain138 citations
4. Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-TuningMain132 citations
5. NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence PredictionMain118 citations
6. MultiCoNER: A Large-scale Multilingual Dataset for Complex Named Entity RecognitionMain114 citations
7. OneEE: A One-Stage Framework for Fast Overlapping and Nested Event ExtractionMain107 citations
8. An Augmented Benchmark Dataset for Geometric Question Answering through Dual Parallel Text EncodingMain94 citations
9. A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment AnalysisMain91 citations
10. COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity RecognitionMain89 citations
11. LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable PromptingMain81 citations
12. ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question AnsweringMain80 citations
13. Multi-modal Contrastive Representation Learning for Entity AlignmentMain80 citations
14. Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question AnsweringMain77 citations
15. LEGO-ABSA: A Prompt-based Task Assemblable Unified Generative Framework for Multi-task Aspect-based Sentiment AnalysisMain76 citations
16. Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept MappingsMain74 citations
17. Twitter Topic ClassificationMain72 citations
18. Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph CompletionMain69 citations
19. A Study of Implicit Bias in Pretrained Language Models against People with DisabilitiesMain68 citations
20. Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond GenderMain68 citations
21. Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue GenerationMain67 citations
22. Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story GenerationMain64 citations
23. CommunityLM: Probing Partisan Worldviews from Language ModelsMain62 citations
24. CINO: A Chinese Minority Pre-trained Language ModelMain61 citations
25. Joint Language Semantic and Structure Embedding for Knowledge Graph CompletionMain59 citations
26. Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment AnalysisMain58 citations
27. CSL: A Large-scale Chinese Scientific Literature DatasetMain57 citations
28. A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News DetectionMain53 citations
29. End-to-end Dense Video Captioning as Sequence GenerationMain50 citations
30. Generalizable Implicit Hate Speech Detection Using Contrastive LearningMain49 citations
31. MetaPrompting: Learning to Learn Better PromptsMain49 citations
32. Recent Advances in Text-to-SQL: A Survey of What We Have and What We ExpectMain49 citations
33. Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language ModelsMain48 citations
34. Debiasing Isn’t Enough! – on the Effectiveness of Debiasing MLMs and Their Social Biases in Downstream TasksMain47 citations
35. On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine TranslationMain45 citations
36. Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence ModelsMain45 citations
37. Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge BasesMain44 citations
38. Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment ClassificationMain43 citations
39. Does BERT Rediscover a Classical NLP Pipeline?Main42 citations
40. GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive SummarizationMain42 citations
41. ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument MiningMain41 citations
42. BECEL: Benchmark for Consistency Evaluation of Language ModelsMain41 citations
43. KiPT: Knowledge-injected Prompt Tuning for Event DetectionMain41 citations
44. Automated Essay Scoring via Pairwise Contrastive RegressionMain39 citations
45. Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media PostsMain39 citations
46. ERGO: Event Relational Graph Transformer for Document-level Event Causality IdentificationMain37 citations
47. Event Causality Identification via Derivative Prompt Joint LearningMain37 citations
48. Exploiting Sentiment and Common Sense for Zero-shot Stance DetectionMain37 citations
49. SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog UnderstandingMain37 citations
50. Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed PrototypesMain36 citations
51. GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationMain36 citations
52. LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot TaggingMain36 citations
53. APPDIA: A Discourse-aware Transformer-based Style Transfer Model for Offensive Social Media ConversationsMain35 citations
54. ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation RecognitionMain35 citations
55. Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News RecommendationMain33 citations
56. Context-Tuning: Learning Contextualized Prompts for Natural Language GenerationMain33 citations
57. Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair ExtractionMain33 citations
58. Natural Language Inference Prompts for Zero-shot Emotion Classification in Text across CorporaMain33 citations
59. Threat Scenarios and Best Practices to Detect Neural Fake NewsMain33 citations
60. Can Data Diversity Enhance Learning Generalization?Main32 citations
61. DeltaNet: Conditional Medical Report Generation for COVID-19 DiagnosisMain32 citations
62. Finding Influential Instances for Distantly Supervised Relation ExtractionMain32 citations
63. Improving Continual Relation Extraction through Prototypical Contrastive LearningMain32 citations
64. Ruleformer: Context-aware Rule Mining over Knowledge GraphMain32 citations
65. Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside ArgumentsMain32 citations
66. Towards Better Semantic Understanding of Mobile InterfacesMain31 citations
67. Cross-modal Contrastive Attention Model for Medical Report GenerationMain30 citations
68. Improving Fake News Detection of Influential Domain via Domain- and Instance-Level TransferMain30 citations
69. Incremental Prompting: Episodic Memory Prompt for Lifelong Event DetectionMain30 citations
70. K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News CommentMain29 citations
71. Metaphor Detection via Linguistics Enhanced Siamese NetworkMain29 citations
72. PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity DonationMain29 citations
73. TSAM: A Two-Stream Attention Model for Causal Emotion EntailmentMain29 citations
74. TopKG: Target-oriented Dialog via Global Planning on Knowledge GraphMain29 citations
75. Are People Located in the Places They Mention in Their Tweets? A Multimodal ApproachMain28 citations
76. CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalMain28 citations
77. Flat Multi-modal Interaction Transformer for Named Entity RecognitionMain28 citations
78. KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context FeaturesMain28 citations
79. Social Bot-Aware Graph Neural Network for Early Rumor DetectionMain28 citations
80. TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social MediaMain28 citations
81. Can Transformers Process Recursive Nested Constructions, Like Humans?Main27 citations
82. Causal Intervention Improves Implicit Sentiment AnalysisMain27 citations
83. CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage SummarizationMain27 citations
84. FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity RecognitionMain26 citations
85. PSP: Pre-trained Soft Prompts for Few-Shot Abstractive SummarizationMain26 citations
86. AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment AnalysisMain25 citations
87. JPG - Jointly Learn to Align: Automated Disease Prediction and Radiology Report GenerationMain25 citations
88. Multimodal Semi-supervised Learning for Disaster Tweet ClassificationMain25 citations
89. RSGT: Relational Structure Guided Temporal Relation ExtractionMain25 citations
90. Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge GraphMain25 citations
91. UECA-Prompt: Universal Prompt for Emotion Cause AnalysisMain25 citations
92. Visio-Linguistic Brain EncodingMain25 citations
93. Assessing Digital Language Support on a Global ScaleMain24 citations
94. Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar InstancesMain24 citations
95. Smoothed Contrastive Learning for Unsupervised Sentence EmbeddingMain24 citations
96. Speaker-Aware Discourse Parsing on Multi-Party DialoguesMain24 citations
97. Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech DetectionMain24 citations
98. Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational SettingsMain24 citations
99. Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response TheoryMain23 citations
100. Continual Few-shot Intent DetectionMain23 citations
101. Curating a Large-Scale Motivational Interviewing Dataset Using Peer Support ForumsMain23 citations
102. DABERT: Dual Attention Enhanced BERT for Semantic MatchingMain23 citations
103. Domain Generalization for Text Classification with Memory-Based Supervised Contrastive LearningMain23 citations
104. Dynamic Dialogue Policy for Continual Reinforcement LearningMain23 citations
105. KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph EmbeddingsMain23 citations
106. MECI: A Multilingual Dataset for Event Causality IdentificationMain23 citations
107. SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive LearningMain23 citations
108. Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIsMain23 citations
109. Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive SummariesMain23 citations
110. Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency ForestMain23 citations
111. Transparent Semantic Parsing with Universal Dependencies Using Graph TransformationsMain23 citations
112. A Multi-turn Machine Reading Comprehension Framework with Rethink Mechanism for Emotion-Cause Pair ExtractionMain22 citations
113. CausalQA: A Benchmark for Causal Question AnsweringMain22 citations
114. DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text RewritingMain22 citations
115. DoubleMix: Simple Interpolation-Based Data Augmentation for Text ClassificationMain22 citations
116. Language Acquisition through Intention Reading and Pattern FindingMain22 citations
117. MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym ExtractionMain22 citations
118. Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue SummarizationMain22 citations
119. Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement LearningMain22 citations
120. Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity RecognitionMain22 citations
121. Systematic Analysis of Image Schemas in Natural Language through Explainable Multilingual Neural Language ProcessingMain22 citations
122. A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge GraphsMain21 citations
123. Automated Chinese Essay Scoring from Multiple TraitsMain21 citations
124. Autoregressive Entity Generation for End-to-End Task-Oriented DialogMain21 citations
125. CM-Gen: A Neural Framework for Chinese Metaphor Generation with Explicit Context ModellingMain21 citations
126. Coalescing Global and Local Information for Procedural Text UnderstandingMain21 citations
127. ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text ClassificationMain21 citations
128. DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation ExtractionMain21 citations
129. Demystifying Neural Fake News via Linguistic Feature-Based InterpretationMain21 citations
130. KoBEST: Korean Balanced Evaluation of Significant TasksMain21 citations
131. Modelling Frequency, Attestation, and Corpus-Based Information with OntoLex-FrACMain21 citations
132. TAKE: Topic-shift Aware Knowledge sElection for Dialogue GenerationMain21 citations
133. [RETRACTED] NLG-Metricverse: An End-to-End Library for Evaluating Natural Language GenerationMain21 citations
134. A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information BottleneckMain20 citations
135. Dependency-aware Prototype Learning for Few-shot Relation ClassificationMain20 citations
136. Noise-robust Cross-modal Interactive Learning with Text2Image Mask for Multi-modal Neural Machine TranslationMain20 citations
137. ViNLI: A Vietnamese Corpus for Studies on Open-Domain Natural Language InferenceMain20 citations
138. Establishing Annotation Quality in Multi-label AnnotationsMain19 citations
139. GRASP: Guiding Model with RelAtional Semantics Using Prompt for Dialogue Relation ExtractionMain19 citations
140. Generation of Patient After-Visit Summaries to Support PhysiciansMain19 citations
141. KHANQ: A Dataset for Generating Deep Questions in EducationMain19 citations
142. Mere Contrastive Learning for Cross-Domain Sentiment AnalysisMain19 citations
143. MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party ConversationsMain19 citations
144. Multi-Document Scientific Summarization from a Knowledge Graph-Centric ViewMain19 citations
145. Prompt-based Text Entailment for Low-Resource Named Entity RecognitionMain19 citations
146. SOS: Systematic Offensive Stereotyping Bias in Word EmbeddingsMain19 citations
147. Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun EntailmentMain19 citations
148. Text-to-Text Extraction and Verbalization of Biomedical Event GraphsMain19 citations
149. A Sentiment and Emotion Aware Multimodal Multiparty Humor Recognition in Multilingual Conversational SettingMain18 citations
150. A Transformer-based Threshold-Free Framework for Multi-Intent NLUMain18 citations
151. Adaptive Meta-learner via Gradient Similarity for Few-shot Text ClassificationMain18 citations
152. Benchmarking Compositionality with Formal LanguagesMain18 citations
153. Case-Based Abductive Natural Language InferenceMain18 citations
154. Domain-Specific NER via Retrieving Correlated SamplesMain18 citations
155. Sentiment Interpretable Logic Tensor Network for Aspect-Term Sentiment AnalysisMain18 citations
156. Accounting for Language Effect in the Evaluation of Cross-lingual AMR ParsersMain17 citations
157. Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text ClassificationMain17 citations
158. CILex: An Investigation of Context Information for Lexical Substitution MethodsMain17 citations
159. DialogueEIN: Emotion Interaction Network for Dialogue Affective AnalysisMain17 citations
160. Effect of Post-processing on Contextualized Word RepresentationsMain17 citations
161. GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference ResolutionMain17 citations
162. Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic ParsingMain17 citations
163. HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document SummarizationMain17 citations
164. Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot FillingMain17 citations
165. Machine Reading, Fast and Slow: When Do Models “Understand” Language?Main17 citations
166. SelfMix: Robust Learning against Textual Label Noise with Self-Mixup TrainingMain17 citations
167. Uncertainty-aware Propagation Structure Reconstruction for Fake News DetectionMain17 citations
168. A-TIP: Attribute-aware Text Infilling via Pre-trained Language ModelMain16 citations
169. Adaptive Threshold Selective Self-Attention for Chinese NERMain16 citations
170. CLoSE: Contrastive Learning of Subframe Embeddings for Political Bias Classification of News MediaMain16 citations
171. Continually Detection, Rapidly React: Unseen Rumors Detection Based on Continual Prompt-TuningMain16 citations
172. Language-specific Effects on Automatic Speech Recognition Errors for World EnglishesMain16 citations
173. Negation, Coordination, and Quantifiers in Contextualized Language ModelsMain16 citations
174. Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive SummarizationMain16 citations
175. PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot FillingMain16 citations
176. Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual RetrievalMain16 citations
177. Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News DetectionMain16 citations
178. Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced LearningMain16 citations
179. A Survey of Automatic Text Summarization Using Graph Neural NetworksMain15 citations
180. ALEXSIS-PT: A New Resource for Portuguese Lexical SimplificationMain15 citations
181. CogBERT: Cognition-Guided Pre-trained Language ModelsMain15 citations
182. DCT-Centered Temporal Relation ExtractionMain15 citations
183. DialMed: A Dataset for Dialogue-based Medication RecommendationMain15 citations
184. Dynamic Relevance Graph Network for Knowledge-Aware Question AnsweringMain15 citations
185. Emergence of Hierarchical Reference Systems in Multi-agent CommunicationMain15 citations
186. Improving Both Domain Robustness and Domain Adaptability in Machine TranslationMain15 citations
187. Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type InformationMain15 citations
188. LIME: Weakly-Supervised Text Classification without SeedsMain15 citations
189. LOViS: Learning Orientation and Visual Signals for Vision and Language NavigationMain15 citations
190. Structural Bias for Aspect Sentiment Triplet ExtractionMain15 citations
191. Table-based Fact Verification with Self-labeled Keypoint AlignmentMain15 citations
192. Target-Guided Open-Domain Conversation PlanningMain15 citations
193. TestAug: A Framework for Augmenting Capability-based NLP TestsMain15 citations
194. A Distance-Aware Multi-Task Framework for Conversational Discourse ParsingMain14 citations
195. A Personalized Dialogue Generator with Implicit User Persona DetectionMain14 citations
196. Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early ExitingMain14 citations
197. An MRC Framework for Semantic Role LabelingMain14 citations
198. CoHS-CQG: Context and History Selection for Conversational Question GenerationMain14 citations
199. DPTDR: Deep Prompt Tuning for Dense Passage RetrievalMain14 citations
200. DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity RecogitionMain14 citations
201. Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical ReasoningMain14 citations
202. Entity-Level Sentiment Analysis (ELSA): An Exploratory Task SurveyMain14 citations
203. Exploring Label Hierarchy in a Generative Way for Hierarchical Text ClassificationMain14 citations
204. Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph ParsingMain14 citations
205. Grammatical Error Correction: Are We There Yet?Main14 citations
206. Optimal Partial Transport Based Sentence Selection for Long-form Document MatchingMain14 citations
207. Pro-KD: Progressive Distillation by Following the Footsteps of the TeacherMain14 citations
208. SEE-Few: Seed, Expand and Entail for Few-shot Named Entity RecognitionMain14 citations
209. Section-Aware Commonsense Knowledge-Grounded Dialogue Generation with Pre-trained Language ModelMain14 citations
210. Semantic-Preserving Adversarial Code ComprehensionMain14 citations
211. Unsupervised Data Augmentation for Aspect Based Sentiment AnalysisMain14 citations
212. Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense ComprehensionMain14 citations
213. uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling CheckersMain14 citations
214. A Generalized Method for Automated Multilingual Loanword DetectionMain13 citations
215. A Survey in Automatic Irony Processing: Linguistic, Cognitive, and Multi-X PerspectivesMain13 citations
216. A Unified Propagation Forest-based Framework for Fake News DetectionMain13 citations
217. BiBL: AMR Parsing and Generation with Bidirectional Bayesian LearningMain13 citations
218. Harnessing Abstractive Summarization for Fact-Checked Claim DetectionMain13 citations
219. Multi Graph Neural Network for Extractive Long Document SummarizationMain13 citations
220. PCBERT: Parent and Child BERT for Chinese Few-shot NERMain13 citations
221. Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and BaselineMain13 citations
222. A Simple Log-based Loss Function for Ordinal Text ClassificationMain12 citations
223. An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic BlocksMain12 citations
224. Are Pretrained Multilingual Models Equally Fair across Languages?Main12 citations
225. Boosting Code Summarization by Embedding Code StructuresMain12 citations
226. Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical PerspectiveMain12 citations
227. Debiasing Word Embeddings with Nonlinear GeometryMain12 citations
228. Domain Adaptation for Question Answering via Question ClassificationMain12 citations
229. Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention PoolingMain12 citations
230. Few-shot Table-to-text Generation with Prefix-Controlled GeneratorMain12 citations
231. Generic Overgeneralization in Pre-trained Language ModelsMain12 citations
232. Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive LearningMain12 citations
233. Key Mention Pairs Guided Document-Level Relation ExtractionMain12 citations
234. Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge EnhancementMain12 citations
235. Metaphorical Polysemy Detection: Conventional Metaphor Meets Word Sense DisambiguationMain12 citations
236. Modelling Commonsense Properties Using Pre-Trained Bi-EncodersMain12 citations
237. One-Teacher and Multiple-Student Knowledge Distillation on Sentiment ClassificationMain12 citations
238. PoliSe: Reinforcing Politeness Using User Sentiment for Customer Care Response GenerationMain12 citations
239. RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex SpaceMain12 citations
240. Semantic Overlap Summarization among Multiple Alternative Narratives: An Exploratory StudyMain12 citations
241. Tales and Tropes: Gender Roles from Word Embeddings in a Century of Children’s BooksMain12 citations
242. Towards Explainable Evaluation of Language Models on the Semantic Similarity of Visual ConceptsMain12 citations
243. Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question AnsweringMain12 citations
244. A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer LearningMain11 citations
245. Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement LearningMain11 citations
246. Aspect-based Sentiment Analysis as Machine Reading ComprehensionMain11 citations
247. CCTC: A Cross-Sentence Chinese Text Correction Dataset for Native SpeakersMain11 citations
248. CLIO: Role-interactive Multi-event Head Attention Network for Document-level Event ExtractionMain11 citations
249. COMMA-DEER: COmmon-sense Aware Multimodal Multitask Approach for Detection of Emotion and Emotional Reasoning in ConversationsMain11 citations
250. Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature PerspectiveMain11 citations
251. Evaluating and Mitigating Inherent Linguistic Bias of African American English through InferenceMain11 citations
252. Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge GraphsMain11 citations
253. Hierarchical Information Matters: Text Classification via Tree Based Graph Neural NetworkMain11 citations
254. Informative Language Representation Learning for Massively Multilingual Neural Machine TranslationMain11 citations
255. Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D RotationsMain11 citations
256. Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification TasksMain11 citations
257. Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge BasesMain11 citations
258. Noise Learning for Text Classification: A BenchmarkMain11 citations
259. Pre-trained Token-replaced Detection Model as Few-shot LearnerMain11 citations
260. Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text NormalizationMain11 citations
261. Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance DetectionMain11 citations
262. Temporal Knowledge Graph Completion with Approximated Gaussian Process EmbeddingMain11 citations
263. Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity TypingMain11 citations
264. Unsupervised Lexical Substitution with Decontextualised EmbeddingsMain11 citations
265. Visual Recipe Flow: A Dataset for Learning Visual State Changes of Objects with Recipe FlowsMain11 citations
266. ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine TranslationMain11 citations
267. “Mama Always Had a Way of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning to Construct ExplanationsMain11 citations
268. A Progressive Framework for Role-Aware Rumor ResolutionMain10 citations
269. Adapting to Non-Centered Languages for Zero-shot Multilingual TranslationMain10 citations
270. Addressing Limitations of Encoder-Decoder Based Approach to Text-to-SQLMain10 citations
271. An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings LearningMain10 citations
272. Analyzing the Dialect Diversity in Multi-document SummariesMain10 citations
273. Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code EmbeddingsMain10 citations
274. CMQA: A Dataset of Conditional Question Answering with Multiple-Span AnswersMain10 citations
275. CORN: Co-Reasoning Network for Commonsense Question AnsweringMain10 citations
276. Categorizing Semantic Representations for Neural Machine TranslationMain10 citations
277. Cross-lingual Feature Extraction from Monolingual Corpora for Low-resource Unsupervised Bilingual Lexicon InductionMain10 citations
278. Equivariant Transduction through Invariant AlignmentMain10 citations
279. Focus-Driven Contrastive Learning for Medical Question SummarizationMain10 citations
280. IMPARA: Impact-Based Metric for GEC Using Parallel DataMain10 citations
281. Linguistically-Motivated Yorùbá-English Machine TranslationMain10 citations
282. Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question AnsweringMain10 citations
283. Measuring Robustness for NLPMain10 citations
284. Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading ComprehensionMain10 citations
285. Multi-Figurative Language GenerationMain10 citations
286. PAEG: Phrase-level Adversarial Example Generation for Neural Machine TranslationMain10 citations
287. ParaZh-22M: A Large-Scale Chinese Parabank via Machine TranslationMain10 citations
288. Re-Examining FactBank: Predicting the Author’s Presentation of FactualityMain10 citations
289. Reinforcement Learning with Large Action Spaces for Neural Machine TranslationMain10 citations
290. SUN: Exploring Intrinsic Uncertainties in Text-to-SQL ParsersMain10 citations
291. Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language ModelMain10 citations
292. Stability of Syntactic Dialect Classification over Space and TimeMain10 citations
293. Zero-shot Disfluency Detection for Indian LanguagesMain10 citations
294. A Hybrid Model of Classification and Generation for Spatial Relation ExtractionMain9 citations
295. DESED: Dialogue-based Explanation for Sentence-level Event DetectionMain9 citations
296. Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout AnalysisMain9 citations
297. Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer LearningMain9 citations
298. ET5: A Novel End-to-end Framework for Conversational Machine Reading ComprehensionMain9 citations
299. Event Detection with Dual Relational Graph Attention NetworksMain9 citations
300. Extracting a Knowledge Base of COVID-19 Events from Social MediaMain9 citations
301. Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model CompressionMain9 citations
302. LayerConnect: Hypernetwork-Assisted Inter-Layer Connector to Enhance Parameter EfficiencyMain9 citations
303. Learning to Focus on the Foreground for Temporal Sentence GroundingMain9 citations
304. LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive SummarizationMain9 citations
305. MaxMatch-Dropout: Subword Regularization for WordPieceMain9 citations
306. MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue GenerationMain9 citations
307. Multilingual and Multimodal Topic Modelling with Pretrained EmbeddingsMain9 citations
308. Offensive Content Detection via Synthetic Code-Switched TextMain9 citations
309. PARSE: An Efficient Search Method for Black-box Adversarial Text AttacksMain9 citations
310. Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible ScenariosMain9 citations
311. Towards Enhancing Health Coaching Dialogue in Low-Resource SettingsMain9 citations
312. Towards Robust Neural Retrieval with Source Domain Synthetic Pre-FinetuningMain9 citations
313. Towards Understanding the Relation between Gestures and LanguageMain9 citations
314. TreeMAN: Tree-enhanced Multimodal Attention Network for ICD CodingMain9 citations
315. Type-dependent Prompt CycleQAG : Cycle Consistency for Multi-hop Question GenerationMain9 citations
316. Unsupervised Multi-scale Expressive Speaking Style Modeling with Hierarchical Context Information for Audiobook Speech SynthesisMain9 citations
317. A Multi-Task Dual-Tree Network for Aspect Sentiment Triplet ExtractionMain8 citations
318. A Zero-Shot Claim Detection Framework Using Question AnsweringMain8 citations
319. Accuracy meets Diversity in a News Recommender SystemMain8 citations
320. Alleviating the Inequality of Attention Heads for Neural Machine TranslationMain8 citations
321. Analyzing Persuasion Strategies of Debaters on Social MediaMain8 citations
322. Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and EvaluationMain8 citations
323. Bias at a Second Glance: A Deep Dive into Bias for German Educational Peer-Review Data ModelingMain8 citations
324. Byte-based Multilingual NMT for Endangered LanguagesMain8 citations
325. CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and EmotionsMain8 citations
326. Chinese Couplet Generation with Syntactic InformationMain8 citations
327. Community Topic: Topic Model Inference by Consecutive Word Community DiscoveryMain8 citations
328. Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual ExpertsMain8 citations
329. Detecting Minority Arguments for Mutual Understanding: A Moderation Tool for the Online Climate Change DebateMain8 citations
330. Detecting Suicide Risk in Online Counseling Services: A Study in a Low-Resource LanguageMain8 citations
331. Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation LearningMain8 citations
332. EmoMent: An Emotion Annotated Mental Health Corpus from Two South Asian CountriesMain8 citations
333. Enhancing Pre-trained Models with Text Structure Knowledge for Question GenerationMain8 citations
334. Evaluating Word Embeddings in Extremely Under-Resourced Languages: A Case Study in BribriMain8 citations
335. Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training BaselineMain8 citations
336. GLAF: Global-to-Local Aggregation and Fission Network for Semantic Level Fact VerificationMain8 citations
337. HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue SystemMain8 citations
338. How to Find Strong Summary Coherence Measures? A Toolbox and a Comparative Study for Summary Coherence Measure EvaluationMain8 citations
339. IMCI: Integrate Multi-view Contextual Information for Fact Extraction and VerificationMain8 citations
340. KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP TasksMain8 citations
341. Language-Independent Approach for Morphological DisambiguationMain8 citations
342. Multilingual Word Sense Disambiguation with Unified Sense RepresentationMain8 citations
343. Nonparametric Forest-Structured Neural Topic ModelingMain8 citations
344. Open-Domain Dialog Evaluation Using Follow-Ups LikelihoodMain8 citations
345. Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical WordsMain8 citations
346. Quantifying Bias from Decoding Techniques in Natural Language GenerationMain8 citations
347. SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NERMain8 citations
348. SSR: Utilizing Simplified Stance Reasoning Process for Robust Stance DetectionMain8 citations
349. Semantic-based Pre-training for Dialogue UnderstandingMain8 citations
350. Sentence-aware Adversarial Meta-Learning for Few-Shot Text ClassificationMain8 citations
351. UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based ExtractorMain8 citations
352. Visual Prompt Tuning for Few-Shot Text ClassificationMain8 citations
353. A Closer Look at Few-Shot Out-of-Distribution Intent DetectionMain7 citations
354. Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis PredictionMain7 citations
355. Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient MethodMain7 citations
356. Augmenting Legal Judgment Prediction with Contrastive Case RelationsMain7 citations
357. CR-GIS: Improving Conversational Recommendation via Goal-aware Interest Sequence ModelingMain7 citations
358. Cluster-aware Pseudo-Labeling for Supervised Open Relation ExtractionMain7 citations
359. CoDoNMT: Modeling Cohesion Devices for Document-Level Neural Machine TranslationMain7 citations
360. Comparative Graph-based Summarization of Scientific Papers Guided by Comparative CitationsMain7 citations
361. Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text ClassificationMain7 citations
362. Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment ClassificationMain7 citations
363. ConFiguRe: Exploring Discourse-level Chinese Figures of SpeechMain7 citations
364. Do Language Models Make Human-like Predictions about the Coreferents of Italian Anaphoric Zero Pronouns?Main7 citations
365. Dynamic Position Encoding for TransformersMain7 citations
366. Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency ParsingMain7 citations
367. Event Causality Extraction with Event Argument CorrelationsMain7 citations
368. Fashioning Local Designs from Generic Speech Technologies in an Australian Aboriginal CommunityMain7 citations
369. Generalized Intent Discovery: Learning from Open World Dialogue SystemMain7 citations
370. Global Readiness of Language Technology for Healthcare: What Would It Take to Combat the Next Pandemic?Main7 citations
371. Graph-to-Text Generation with Dynamic Structure PruningMain7 citations
372. Improving Code-switched ASR with Linguistic InformationMain7 citations
373. Incorporating Causal Analysis into Diversified and Logical Response GenerationMain7 citations
374. Investigating the Performance of Transformer-Based NLI Models on Presuppositional InferencesMain7 citations
375. LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge BasesMain7 citations
376. Layer or Representation Space: What Makes BERT-based Evaluation Metrics Robust?Main7 citations
377. Less Is Better: Recovering Intended-Feature Subspace to Robustify NLU ModelsMain7 citations
378. Multi-view and Cross-view Brain DecodingMain7 citations
379. Perform like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph InferenceMain7 citations
380. SISER: Semantic-Infused Selective Graph Reasoning for Fact VerificationMain7 citations
381. STAD: Self-Training with Ambiguous Data for Low-Resource Relation ExtractionMain7 citations
382. Semantic Sentence Matching via Interacting Syntax GraphsMain7 citations
383. Smells like Teen Spirit: An Exploration of Sensorial Style in Literary GenresMain7 citations
384. Social Norms-Grounded Machine Ethics in Complex Narrative SituationMain7 citations
385. Taking Actions Separately: A Bidirectionally-Adaptive Transfer Learning Method for Low-Resource Neural Machine TranslationMain7 citations
386. Towards Identifying Alternative-Lexicalization Signals of Discourse RelationsMain7 citations
387. Towards Summarizing Healthcare Questions in Low-Resource SettingMain7 citations
388. Where Does Linguistic Information Emerge in Neural Language Models? Measuring Gains and Contributions across LayersMain7 citations
389. A Closer Look at Parameter Contributions When Training Neural Language and Translation ModelsMain6 citations
390. A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment AnalysisMain6 citations
391. A Multi-Dimensional, Cross-Domain and Hierarchy-Aware Neural Architecture for ISO-Standard Dialogue Act TaggingMain6 citations
392. A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in SanskritMain6 citations
393. BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text ClassificationMain6 citations
394. CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation ExtractionMain6 citations
395. CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation DetectionMain6 citations
396. Competence-based Question GenerationMain6 citations
397. Conversational QA Dataset Generation with Answer RevisionMain6 citations
398. Dense Template Retrieval for Customer SupportMain6 citations
399. Distribution Calibration for Out-of-Domain Detection with Bayesian ApproximationMain6 citations
400. Does BERT Recognize an Agent? Modeling Dowty’s Proto-Roles with Contextual EmbeddingsMain6 citations
401. EM-PERSONA: EMotion-assisted Deep Neural Framework for PERSONAlity Subtyping from Suicide NotesMain6 citations
402. Evaluating Diversity of Multiword Expressions in Annotated TextMain6 citations
403. How to Parse a Creole: When Martinican Creole Meets FrenchMain6 citations
404. Human-in-the-loop Robotic Grasping Using BERT Scene RepresentationMain6 citations
405. Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related TasksMain6 citations
406. InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial ExamplesMain6 citations
407. Label Smoothing for Text MiningMain6 citations
408. Language Branch Gated Multilingual Neural Machine TranslationMain6 citations
409. MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation ExtractionMain6 citations
410. MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text ClassificationMain6 citations
411. Noisy Label Regularisation for Textual RegressionMain6 citations
412. Noun Class Disambiguation in Runyankore and Related LanguagesMain6 citations
413. One Word, Two Sides: Traces of Stance in Contextualized Word RepresentationsMain6 citations
414. Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval GenerationMain6 citations
415. QSTS: A Question-Sensitive Text Similarity Measure for Question GenerationMain6 citations
416. Question Generation Based on Grammar Knowledge and Fine-grained ClassificationMain6 citations
417. Rethinking Data Augmentation in Text-to-text ParadigmMain6 citations
418. Source-summary Entity Aggregation in Abstractive SummarizationMain6 citations
419. Transferring Confluent Knowledge to Argument MiningMain6 citations
420. Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity RecognitionMain6 citations
421. Unsupervised Question Answering via Answer DiversifyingMain6 citations
422. Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text ClassificationsMain6 citations
423. Yet Another Format of Universal Dependencies for KoreanMain6 citations
424. “No, They Did Not”: Dialogue Response Dynamics in Pre-trained Language ModelsMain6 citations
425. A New Public Corpus for Clinical Section Identification: MedSecIdMain5 citations
426. A Two Stage Adaptation Framework for Frame Detection via Prompt LearningMain5 citations
427. BRCC and SentiBahasaRojak: The First Bahasa Rojak Corpus for Pretraining and Sentiment Analysis DatasetMain5 citations
428. Combining Compressions for Multiplicative Size Scaling on Natural Language TasksMain5 citations
429. Continuous Decomposition of Granularity for Neural Paraphrase GenerationMain5 citations
430. DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational ModelingMain5 citations
431. Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification ModelMain5 citations
432. Dual Capsule Attention Mask Network with Mutual Learning for Visual Question AnsweringMain5 citations
433. Effective Data Augmentation for Sentence Classification Using One VAE per ClassMain5 citations
434. Evaluating the Performance of Transformer-based Language Models for Neuroatypical LanguageMain5 citations
435. Evons: A Dataset for Fake and Real News Virality Analysis and PredictionMain5 citations
436. FeatureBART: Feature Based Sequence-to-Sequence Pre-Training for Low-Resource NMTMain5 citations
437. From Polarity to Intensity: Mining Morality from Semantic SpaceMain5 citations
438. Generating Temporally-ordered Event Sequences via Event Optimal TransportMain5 citations
439. GraDA: Graph Generative Data Augmentation for Commonsense ReasoningMain5 citations
440. Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine TranslationMain5 citations
441. Learn2Weight: Parameter Adaptation against Similar-domain Adversarial AttacksMain5 citations
442. Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment AnalysisMain5 citations
443. Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine TranslationMain5 citations
444. Measuring Geographic Performance Disparities of Offensive Language ClassifiersMain5 citations
445. Measuring Morphological Fusion Using Partial Information DecompositionMain5 citations
446. Multi-Attribute Controlled Text Generation with Contrastive-Generator and External-DiscriminatorMain5 citations
447. New or Old? Exploring How Pre-Trained Language Models Represent Discourse EntitiesMain5 citations
448. Paraphrase Generation as Unsupervised Machine TranslationMain5 citations
449. To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning.Main5 citations
450. Topicalization in Language Models: A Case Study on JapaneseMain5 citations
451. Towards Multi-Sense Cross-Lingual Alignment of Contextual EmbeddingsMain5 citations
452. Towards Multi-label Unknown Intent DetectionMain5 citations
453. Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch TrainingMain5 citations
454. Tracking Satisfaction States for Customer Satisfaction Prediction in E-commerce Service ChatbotsMain5 citations
455. Unsupervised Sentence Textual Similarity with Compositional Phrase SemanticsMain5 citations
456. Using Multi-Encoder Fusion Strategies to Improve Personalized Response SelectionMain5 citations
457. When to Laugh and How Hard? A Multimodal Approach to Detecting Humor and Its IntensityMain5 citations
458. WikiHan: A New Comparative Dataset for Chinese LanguagesMain5 citations
459. Automatic Generation of Large-scale Multi-turn Dialogues from RedditMain4 citations
460. Automatic Label Sequence Generation for Prompting Sequence-to-sequence ModelsMain4 citations
461. CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge DistillationMain4 citations
462. CoCGAN: Contrastive Learning for Adversarial Category Text GenerationMain4 citations
463. Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language UnderstandingMain4 citations
464. Content Type Profiling of Data-to-Text Generation DatasetsMain4 citations
465. CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded ConversationsMain4 citations
466. DISK: Domain-constrained Instance Sketch for Math Word Problem GenerationMain4 citations
467. Diversifying Neural Text Generation with Part-of-Speech Guided Softmax and SamplingMain4 citations
468. DynGL-SDP: Dynamic Graph Learning for Semantic Dependency ParsingMain4 citations
469. Emotion Enriched Retrofitted Word EmbeddingsMain4 citations
470. End-to-End Neural Bridging ResolutionMain4 citations
471. Exploiting Unlabeled Data for Target-Oriented Opinion Words ExtractionMain4 citations
472. Exploring Semantic Spaces for Detecting Clustering and Switching in Verbal FluencyMain4 citations
473. How to Adapt Pre-trained Vision-and-Language Models to a Text-only Input?Main4 citations
474. KoCHET: A Korean Cultural Heritage Corpus for Entity-related TasksMain4 citations
475. Learning to Generate Explanation from e-Hospital Services for Medical SuggestionMain4 citations
476. Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-SupervisionMain4 citations
477. Method Entity Extraction from Biomedical TextsMain4 citations
478. MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval DatasetMain4 citations
479. Multi-level Community-awareness Graph Neural Networks for Neural Machine TranslationMain4 citations
480. Neuro-Symbolic Visual DialogMain4 citations
481. Prompt-based Conservation Learning for Multi-hop Question AnsweringMain4 citations
482. Psychology-guided Controllable Story GenerationMain4 citations
483. Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded ConversationsMain4 citations
484. Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language DebiasingMain4 citations
485. Revisiting Statistical Laws of Semantic Shift in Romance CognatesMain4 citations
486. Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language ModelsMain4 citations
487. SelF-Eval: Self-supervised Fine-grained Dialogue EvaluationMain4 citations
488. Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act SupervisionMain4 citations
489. Speeding up Transformer Decoding via an Attention Refinement NetworkMain4 citations
490. Subject Verb Agreement Error Patterns in Meaningless Sentences: Humans vs. BERTMain4 citations
491. Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic LiteratureMain4 citations
492. Text Simplification of College Admissions Instructions: A Professionally Simplified and Verified CorpusMain4 citations
493. View Dialogue in 2D: A Two-stream Model in Time-speaker Perspective for Dialogue Summarization and beyondMain4 citations
494. Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document RetrievalMain4 citations
495. Vocabulary-informed Language EncodingMain4 citations
496. WARM: A Weakly (+Semi) Supervised Math Word Problem SolverMain4 citations
497. Weakly Supervised Formula Learner for Solving Mathematical ProblemsMain4 citations
498. When the Student Becomes the Master: Learning Better and Smaller Monolingual Models from mBERTMain4 citations
499. WordNet-QU: Development of a Lexical Database for Quechua VarietiesMain4 citations
500. A Structure-Aware Argument Encoder for Literature Discourse AnalysisMain3 citations
501. ACT-Thor: A Controlled Benchmark for Embodied Action Understanding in Simulated EnvironmentsMain3 citations
502. Adaptive Feature Discrimination and Denoising for Asymmetric Text MatchingMain3 citations
503. ArT: All-round Thinker for Unsupervised Commonsense Question AnsweringMain3 citations
504. Automatic Keyphrase Generation by Incorporating Dual Copy Mechanisms in Sequence-to-Sequence LearningMain3 citations
505. Can Edge Probing Tests Reveal Linguistic Knowledge in QA Models?Main3 citations
506. Constrained Regeneration for Cross-Lingual Query-Focused Extractive SummarizationMain3 citations
507. Dialo-AP: A Dependency Parsing Based Argument Parser for DialoguesMain3 citations
508. Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech DetectionMain3 citations
509. E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification ModelsMain3 citations
510. Enhancing Task-Specific Distillation in Small Data Regimes through Language GenerationMain3 citations
511. Few-Shot Pidgin Text Adaptation via Contrastive Fine-TuningMain3 citations
512. Find the Funding: Entity Linking with Incomplete Funding Knowledge BasesMain3 citations
513. HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous GraphMain3 citations
514. Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent ConditioningMain3 citations
515. Mining Health-related Cause-Effect Statements with High Precision at Large ScaleMain3 citations
516. Mitigating the Diminishing Effect of Elastic Weight ConsolidationMain3 citations
517. Modeling Aspect Correlation for Aspect-based Sentiment Analysis via Recurrent Inverse Learning GuidanceMain3 citations
518. Multi-Layer Pseudo-Siamese Biaffine Model for Dependency ParsingMain3 citations
519. On the Nature of BERT: Correlating Fine-Tuning and Linguistic CompetenceMain3 citations
520. PlugAT: A Plug and Play Module to Defend against Textual Adversarial AttackMain3 citations
521. Position Offset Label Prediction for Grammatical Error CorrectionMain3 citations
522. Schema Encoding for Transferable Dialogue State TrackingMain3 citations
523. Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case DescriptionsMain3 citations
524. String Editing Based Chinese Grammatical Error DiagnosisMain3 citations
525. Token and Head Adaptive Transformers for Efficient Natural Language ProcessingMain3 citations
526. Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence EncodersMain3 citations
527. A Data-driven Approach to Named Entity Recognition for Early Modern FrenchMain2 citations
528. A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal ProductsMain2 citations
529. A Relation Extraction Dataset for Knowledge Extraction from Web TablesMain2 citations
530. A Simple Model for Distantly Supervised Relation ExtractionMain2 citations
531. Adaptive Unsupervised Self-training for Disfluency DetectionMain2 citations
532. Addressing Leakage in Self-Supervised Contextualized Code RetrievalMain2 citations
533. Adversarial Training on Disentangling Meaning and Language Representations for Unsupervised Quality EstimationMain2 citations
534. Are Visual-Linguistic Models Commonsense Knowledge Bases?Main2 citations
535. Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence ApproachMain2 citations
536. Belief Revision Based Caption Re-ranker with Visual Semantic InformationMain2 citations
537. CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented DialogueMain2 citations
538. COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human ActivitiesMain2 citations
539. Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop?Main2 citations
540. Character Jacobian: Modeling Chinese Character Meanings with Deep Learning ModelMain2 citations
541. CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation ExtractionMain2 citations
542. Deciphering and Characterizing Out-of-Vocabulary Words for Morphologically Rich LanguagesMain2 citations
543. Denoising Large-Scale Image Captioning from Alt-text Data Using Content Selection ModelsMain2 citations
544. DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like DocumentsMain2 citations
545. Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages?Main2 citations
546. Efficient Multilingual Multi-modal Pre-training through Triple Contrastive LossMain2 citations
547. Extractive Summarisation for German-language Data: A Text-level Approach with Discourse FeaturesMain2 citations
548. Gestures Are Used Rationally: Information Theoretic Evidence from Neural Sequential ModelsMain2 citations
549. Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question AnsweringMain2 citations
550. How about Time? Probing a Multilingual Language Model for Temporal RelationsMain2 citations
551. Improving Zero-Shot Multilingual Text Generation via Iterative DistillationMain2 citations
552. Iterative Span Selection: Self-Emergence of Resolving Orders in Semantic Role LabelingMain2 citations
553. Joint Goal Segmentation and Goal Success Prediction on Multi-Domain ConversationsMain2 citations
554. Large Sequence Representation Learning via Multi-Stage Latent TransformersMain2 citations
555. Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction GenreMain2 citations
556. MICO: Selective Search with Mutual Information Co-trainingMain2 citations
557. Nested Named Entity Recognition as Corpus Aware Holistic Structure ParsingMain2 citations
558. On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BARTMain2 citations
559. PINEAPPLE: Personifying INanimate Entities by Acquiring Parallel Personification Data for Learning Enhanced GenerationMain2 citations
560. Phrase-Level Localization of Inconsistency Errors in Summarization by Weak SupervisionMain2 citations
561. Prepositions Matter in Quantifier Scope DisambiguationMain2 citations
562. QUAK: A Synthetic Quality Estimation Dataset for Korean-English Neural Machine TranslationMain2 citations
563. Rare but Severe Neural Machine Translation Errors Induced by Minimal Deletion: An Empirical Study on Chinese and EnglishMain2 citations
564. Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NERMain2 citations
565. RealMedDial: A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video ClipsMain2 citations
566. Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub RepositoriesMain2 citations
567. Revisiting Syllables in Language Modelling and Their Application on Low-Resource Machine TranslationMain2 citations
568. Scene Graph Modification as Incremental Structure ExpandingMain2 citations
569. Selective Token Generation for Few-shot Natural Language GenerationMain2 citations
570. Summarizing Dialogues with Negative CuesMain2 citations
571. TERMinator: A System for Scientific Texts ProcessingMain2 citations
572. Teaching Neural Module Networks to Do ArithmeticMain2 citations
573. Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic ParsingMain2 citations
574. Using Structured Content Plans for Fine-grained Syntactic Control in Pretrained Language Model GenerationMain2 citations
575. AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational ApplicationsMain1 citations
576. Aligning Multilingual Embeddings for Improved Code-switched Natural Language UnderstandingMain1 citations
577. Asymmetric Mutual Learning for Multi-source Unsupervised Sentiment Adaptation with Dynamic Feature NetworkMain1 citations
578. CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character RepresentationsMain1 citations
579. CXR Data Annotation and Classification with Pre-trained Language ModelsMain1 citations
580. Contrast Sets for Stativity of English Verbs in ContextMain1 citations
581. DiaBiz.Kom - towards a Polish Dialogue Act Corpus Based on ISO 24617-2 StandardMain1 citations
582. Diverse Multi-Answer Retrieval with Determinantal Point ProcessesMain1 citations
583. Dynamic Nonlinear Mixup with Distance-based Sample SelectionMain1 citations
584. Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge GraphsMain1 citations
585. Few Clean Instances Help Denoising Distant SupervisionMain1 citations
586. Improving Deep Embedded Clustering via Learning Cluster-level RepresentationsMain1 citations
587. Improving Low-resource RRG Parsing with Cross-lingual Self-trainingMain1 citations
588. Improving Non-Autoregressive Neural Machine Translation via Modeling LocalnessMain1 citations
589. Interactive Post-Editing for Verbosity Controlled TranslationMain1 citations
590. MCS: An In-battle Commentary System for MOBA GamesMain1 citations
591. MockingBERT: A Method for Retroactively Adding Resilience to NLP ModelsMain1 citations
592. MonoByte: A Pool of Monolingual Byte-level Language ModelsMain1 citations
593. Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word AlignmentMain1 citations
594. OpticE: A Coherence Theory-Based Model for Link PredictionMain1 citations
595. PrefScore: Pairwise Preference Learning for Reference-free Summarization Quality AssessmentMain1 citations
596. Reproducibility and Automation of the Appraisal TaxonomyMain1 citations
597. Reweighting Strategy Based on Synthetic Data Identification for Sentence SimilarityMain1 citations
598. Simple and Effective Graph-to-Graph Annotation ConversionMain1 citations
599. The Fragility of Multi-Treebank Parsing EvaluationMain1 citations
600. Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event DetectionMain1 citations
601. Visual Information Guided Zero-Shot Paraphrase GenerationMain1 citations
602. Zero-shot Script ParsingMain1 citations
603. A Transition-based Method for Complex Question UnderstandingMain
604. A Weak Supervision Approach for Predicting Difficulty of Technical Interview QuestionsMain
605. Addressing Asymmetry in Multilingual Neural Machine Translation with Fuzzy Task ClusteringMain
606. Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced LanguagesMain
607. Ask Question First for Enhancing Lifelong Language LearningMain
608. Automatic Nominalization of Clauses through Textual EntailmentMain
609. Biographically Relevant Tweets – a New Dataset, Linguistic Analysis and Classification ExperimentsMain
610. Building Joint Relationship Attention Network for Image-Text GenerationMain
611. COIN – an Inexpensive and Strong Baseline for Predicting Out of Vocabulary Word EmbeddingsMain
612. CitRet: A Hybrid Model for Cited Text Span RetrievalMain
613. Classical Sequence Match Is a Competitive Few-Shot One-Class LearnerMain
614. Coordination Generation via Synchronized Text-InfillingMain
615. Eureka: Neural Insight Learning for Knowledge Graph ReasoningMain
616. Event Extraction in Video TranscriptsMain
617. Gated Mechanism Enhanced Multi-Task Learning for Dialog RoutingMain
618. In-the-Wild Video Question AnsweringMain
619. Keyphrase Prediction from Video Transcripts: New Dataset and DirectionsMain
620. Locally Distributed Activation Vectors for Guided Feature AttributionMain
621. Multi-Perspective Document RevisionMain
622. Noun-MWP: Math Word Problems Meet Noun AnswersMain
623. Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection TaskMain
624. Penalizing Divergence: Multi-Parallel Translation for Low-Resource Languages of North AmericaMain
625. Persian Natural Language Inference: A Meta-learning ApproachMain
626. Programmable Annotation with Diversed Heuristics and Data DenoisingMain
627. Recycle Your Wav2Vec2 Codebook: A Speech Perceiver for Keyword SpottingMain
628. Resource of Wikipedias in 31 Languages Categorized into Fine-Grained Named EntitiesMain
629. The Role of Context and Uncertainty in Shallow Discourse ParsingMain
630. Understanding Attention for Vision-and-Language TasksMain

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