ACL 2021 Accepted Papers

The full list of 710 papers accepted at ACL 2021 (Association for 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. Prefix-Tuning: Optimizing Continuous Prompts for GenerationLong4,642 citations
2. Making Pre-trained Language Models Better Few-shot LearnersLong2,071 citations
3. StereoSet: Measuring stereotypical bias in pretrained language modelsLong1,108 citations
4. Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-TuningLong656 citations
5. ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation TransferLong634 citations
6. LayoutLMv2: Multi-modal Pre-training for Visually-rich Document UnderstandingLong598 citations
7. DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsLong570 citations
8. VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and InterpretationLong533 citations
9. ARBERT & MARBERT: Deep Bidirectional Transformers for ArabicLong532 citations
10. All That’s ‘Human’ Is Not Gold: Evaluating Human Evaluation of Generated TextLong460 citations
11. Parameter-Efficient Transfer Learning with Diff PruningLong446 citations
12. Dual Graph Convolutional Networks for Aspect-based Sentiment AnalysisLong427 citations
13. UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive LearningLong422 citations
14. WARP: Word-level Adversarial ReProgrammingLong386 citations
15. Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic CoherenceShort384 citations
16. DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-ExpertsLong376 citations
17. Parameter-efficient Multi-task Fine-tuning for Transformers via Shared HypernetworksLong342 citations
18. A Unified Generative Framework for Aspect-based Sentiment AnalysisLong341 citations
19. Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark DatasetsLong335 citations
20. A Unified Generative Framework for Various NER SubtasksLong333 citations
21. Cross-modal Memory Networks for Radiology Report GenerationLong333 citations
22. Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event ExtractionLong324 citations
23. Towards Emotional Support Dialog SystemsLong306 citations
24. SimCLS: A Simple Framework for Contrastive Learning of Abstractive SummarizationShort299 citations
25. Directed Acyclic Graph Network for Conversational Emotion RecognitionLong290 citations
26. HateCheck: Functional Tests for Hate Speech Detection ModelsLong287 citations
27. Generation-Augmented Retrieval for Open-Domain Question AnsweringLong279 citations
28. TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in FinanceLong279 citations
29. Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate DetectionLong277 citations
30. Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving ModelsLong276 citations
31. Towards Generative Aspect-Based Sentiment AnalysisShort271 citations
32. How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language ModelsLong270 citations
33. Few-NERD: A Few-shot Named Entity Recognition DatasetLong262 citations
34. MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in ConversationLong258 citations
35. BinaryBERT: Pushing the Limit of BERT QuantizationLong256 citations
36. CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WebLong255 citations
37. Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic TriggerLong249 citations
38. PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple ExtractionLong248 citations
39. Societal Biases in Language Generation: Progress and ChallengesLong237 citations
40. DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in ConversationsLong236 citations
41. Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningLong235 citations
42. Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and OpinionsLong233 citations
43. ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin InformationLong233 citations
44. Automated Concatenation of Embeddings for Structured PredictionLong228 citations
45. Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionLong227 citations
46. Self-Guided Contrastive Learning for BERT Sentence RepresentationsLong227 citations
47. On the Effectiveness of Adapter-based Tuning for Pretrained Language Model AdaptationLong224 citations
48. Compare to The Knowledge: Graph Neural Fake News Detection with External KnowledgeLong222 citations
49. Lexicon Enhanced Chinese Sequence Labeling Using BERT AdapterLong207 citations
50. Locate and Label: A Two-stage Identifier for Nested Named Entity RecognitionLong207 citations
51. Contrastive Learning for Many-to-many Multilingual Neural Machine TranslationLong205 citations
52. Competence-based Multimodal Curriculum Learning for Medical Report GenerationLong204 citations
53. Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?Long201 citations
54. RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language ModelsLong196 citations
55. A Simple Recipe for Multilingual Grammatical Error CorrectionShort190 citations
56. Implicit Representations of Meaning in Neural Language ModelsLong189 citations
57. Intrinsic Bias Metrics Do Not Correlate with Application BiasLong188 citations
58. Personalized Transformer for Explainable RecommendationLong188 citations
59. PairRE: Knowledge Graph Embeddings via Paired Relation VectorsLong187 citations
60. Improving Named Entity Recognition by External Context Retrieving and Cooperative LearningLong178 citations
61. MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity RecognitionLong175 citations
62. Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing ModalitiesLong172 citations
63. Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion DetectionLong172 citations
64. Glancing Transformer for Non-Autoregressive Neural Machine TranslationLong169 citations
65. LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local RelationsLong167 citations
66. Explanations for CommonsenseQA: New Dataset and ModelsLong156 citations
67. ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and ExplanationLong156 citations
68. When Do You Need Billions of Words of Pretraining Data?Long156 citations
69. Question Answering Over Temporal Knowledge GraphsLong155 citations
70. Multilingual Speech Translation from Efficient Finetuning of Pretrained ModelsLong151 citations
71. Stance Detection in COVID-19 TweetsLong151 citations
72. Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge BasesLong150 citations
73. Dependency-driven Relation Extraction with Attentive Graph Convolutional NetworksLong149 citations
74. UniRE: A Unified Label Space for Entity Relation ExtractionLong148 citations
75. Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word SubstitutionLong141 citations
76. BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized DataLong140 citations
77. A Survey of Race, Racism, and Anti-Racism in NLPLong138 citations
78. ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive LearningLong137 citations
79. A Span-Based Model for Joint Overlapped and Discontinuous Named Entity RecognitionLong136 citations
80. Probing Toxic Content in Large Pre-Trained Language ModelsLong135 citations
81. StructuralLM: Structural Pre-training for Form UnderstandingLong134 citations
82. COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 PandemicLong133 citations
83. Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization TechniquesLong132 citations
84. Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge GraphsLong132 citations
85. Scientific Credibility of Machine Translation Research: A Meta-Evaluation of 769 PapersLong131 citations
86. CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language UnderstandingLong130 citations
87. Including Signed Languages in Natural Language ProcessingLong130 citations
88. Learning Dense Representations of Phrases at ScaleLong130 citations
89. Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a TrackerLong127 citations
90. Hierarchy-aware Label Semantics Matching Network for Hierarchical Text ClassificationLong127 citations
91. Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor DetectionLong126 citations
92. Rethinking Stealthiness of Backdoor Attack against NLP ModelsLong125 citations
93. Towards Robustness of Text-to-SQL Models against Synonym SubstitutionLong125 citations
94. PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling CorrectionLong124 citations
95. CLEVE: Contrastive Pre-training for Event ExtractionLong123 citations
96. Anonymisation Models for Text Data: State of the art, Challenges and Future DirectionsLong122 citations
97. E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual LearningLong119 citations
98. UnNatural Language InferenceLong118 citations
99. Multimodal Sentiment Detection Based on Multi-channel Graph Neural NetworksLong117 citations
100. SpanNER: Named Entity Re-/Recognition as Span PredictionLong116 citations
101. Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate SpeechLong115 citations
102. Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable FeaturesLong115 citations
103. Span-based Semantic Parsing for Compositional GeneralizationLong114 citations
104. Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with SearchLong112 citations
105. CoSQA: 20,000+ Web Queries for Code Search and Question AnsweringLong111 citations
106. Neural Machine Translation with Monolingual Translation MemoryLong111 citations
107. Adaptive Nearest Neighbor Machine TranslationShort110 citations
108. Zero-shot Event Extraction via Transfer Learning: Challenges and InsightsShort110 citations
109. Few-Shot Question Answering by Pretraining Span SelectionLong109 citations
110. Lightweight Adapter Tuning for Multilingual Speech TranslationShort106 citations
111. Vocabulary Learning via Optimal Transport for Neural Machine TranslationLong104 citations
112. X-Fact: A New Benchmark Dataset for Multilingual Fact CheckingShort104 citations
113. End-to-End Training of Neural Retrievers for Open-Domain Question AnsweringLong103 citations
114. KaggleDBQA: Realistic Evaluation of Text-to-SQL ParsersLong103 citations
115. Language Model as an Annotator: Exploring DialoGPT for Dialogue SummarizationLong103 citations
116. Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question AnsweringLong103 citations
117. Causal Analysis of Syntactic Agreement Mechanisms in Neural Language ModelsLong102 citations
118. Detecting Propaganda Techniques in MemesLong102 citations
119. One2Set: Generating Diverse Keyphrases as a SetLong102 citations
120. EarlyBERT: Efficient BERT Training via Early-bird Lottery TicketsLong101 citations
121. Self-Attention Networks Can Process Bounded Hierarchical LanguagesLong101 citations
122. HieRec: Hierarchical User Interest Modeling for Personalized News RecommendationLong99 citations
123. Label-Specific Dual Graph Neural Network for Multi-Label Text ClassificationLong99 citations
124. BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies?Long98 citations
125. Counterfactual Inference for Text Classification DebiasingLong98 citations
126. GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot FillingLong98 citations
127. Improving Factual Consistency of Abstractive Summarization via Question AnsweringLong98 citations
128. Changing the World by Changing the DataLong97 citations
129. Coreference Resolution without Span RepresentationsShort97 citations
130. Exposing the limits of Zero-shot Cross-lingual Hate Speech DetectionShort97 citations
131. Efficient Passage Retrieval with Hashing for Open-domain Question AnsweringShort95 citations
132. G-Transformer for Document-Level Machine TranslationLong95 citations
133. Learning Language Specific Sub-network for Multilingual Machine TranslationLong95 citations
134. Are Pretrained Convolutions Better than Pretrained Transformers?Long94 citations
135. Document-level Event Extraction via Parallel Prediction NetworksLong93 citations
136. I like fish, especially dolphins: Addressing Contradictions in Dialogue ModelingLong92 citations
137. Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards?Long90 citations
138. Analyzing the Source and Target Contributions to Predictions in Neural Machine TranslationLong87 citations
139. DynaSent: A Dynamic Benchmark for Sentiment AnalysisLong87 citations
140. Language Model Evaluation Beyond PerplexityLong87 citations
141. Text-Free Image-to-Speech Synthesis Using Learned Segmental UnitsLong87 citations
142. Cascade versus Direct Speech Translation: Do the Differences Still Make a Difference?Long86 citations
143. Long Text Generation by Modeling Sentence-Level and Discourse-Level CoherenceLong86 citations
144. MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NERLong86 citations
145. Can Generative Pre-trained Language Models Serve As Knowledge Bases for Closed-book QA?Long85 citations
146. Shortformer: Better Language Modeling using Shorter InputsLong85 citations
147. Meta-Learning to Compositionally GeneralizeLong84 citations
148. Dynamic Contextualized Word EmbeddingsLong83 citations
149. InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News DetectionLong83 citations
150. Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective InferenceLong83 citations
151. Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood EnsembleLong82 citations
152. Measuring Conversational Uptake: A Case Study on Student-Teacher InteractionsLong81 citations
153. PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D WorldLong81 citations
154. Structured Sentiment Analysis as Dependency Graph ParsingLong81 citations
155. A Novel Estimator of Mutual Information for Learning to Disentangle Textual RepresentationsLong80 citations
156. Knowledge-Enriched Event Causality Identification via Latent Structure Induction NetworksLong80 citations
157. Modeling Fine-Grained Entity Types with Box EmbeddingsLong80 citations
158. Bad Seeds: Evaluating Lexical Methods for Bias MeasurementLong79 citations
159. Entity Concept-enhanced Few-shot Relation ExtractionShort79 citations
160. Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation TaskLong79 citations
161. A Sequence-to-Sequence Approach to Dialogue State TrackingLong78 citations
162. A Survey of Code-switching: Linguistic and Social Perspectives for Language TechnologiesLong78 citations
163. PP-Rec: News Recommendation with Personalized User Interest and Time-aware News PopularityLong78 citations
164. Out-of-Scope Intent Detection with Self-Supervision and Discriminative TrainingLong77 citations
165. PHMOSpell: Phonological and Morphological Knowledge Guided Chinese Spelling CheckLong77 citations
166. What Context Features Can Transformer Language Models Use?Long77 citations
167. Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document ModelingShort76 citations
168. Lower Perplexity is Not Always Human-LikeLong76 citations
169. OntoED: Low-resource Event Detection with Ontology EmbeddingLong76 citations
170. Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument ExtractionLong76 citations
171. CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion NetworkLong75 citations
172. DynaEval: Unifying Turn and Dialogue Level EvaluationLong75 citations
173. Robust Transfer Learning with Pretrained Language Models through AdaptersShort75 citations
174. ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument MiningLong74 citations
175. Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation EncodersLong74 citations
176. Superbizarre Is Not Superb: Derivational Morphology Improves BERT’s Interpretation of Complex WordsLong74 citations
177. TIMEDIAL: Temporal Commonsense Reasoning in DialogLong74 citations
178. Attend What You Need: Motion-Appearance Synergistic Networks for Video Question AnsweringLong72 citations
179. Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word AlignmentLong72 citations
180. Towards Table-to-Text Generation with Numerical ReasoningLong72 citations
181. MLBiNet: A Cross-Sentence Collective Event Detection NetworkLong71 citations
182. CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation ExtractionLong70 citations
183. Keep It Simple: Unsupervised Simplification of Multi-Paragraph TextLong70 citations
184. Optimizing Deeper Transformers on Small DatasetsLong70 citations
185. SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text MiningLong70 citations
186. Annotating Online MisogynyLong69 citations
187. Claim Matching Beyond English to Scale Global Fact-CheckingLong69 citations
188. ERNIE-Doc: A Retrospective Long-Document Modeling TransformerLong69 citations
189. The Curse of Dense Low-Dimensional Information Retrieval for Large Index SizesShort69 citations
190. Unleash GPT-2 Power for Event DetectionLong69 citations
191. Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation MechanismLong67 citations
192. Cross-Lingual Abstractive Summarization with Limited Parallel ResourcesLong67 citations
193. Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity LinkingShort67 citations
194. Neural-Symbolic Solver for Math Word Problems with Auxiliary TasksLong67 citations
195. Targeting the Benchmark: On Methodology in Current Natural Language Processing ResearchShort67 citations
196. Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue UtterancesLong66 citations
197. Exploring Listwise Evidence Reasoning with T5 for Fact VerificationShort66 citations
198. Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment AnalysisLong66 citations
199. Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive LearningShort66 citations
200. Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation ExtractionLong66 citations
201. Super Tickets in Pre-Trained Language Models: From Model Compression to Improving GeneralizationLong66 citations
202. Thank you BART! Rewarding Pre-Trained Models Improves Formality Style TransferShort66 citations
203. Three Sentences Are All You Need: Local Path Enhanced Document Relation ExtractionShort66 citations
204. Evidence-based Factual Error CorrectionLong65 citations
205. Instantaneous Grammatical Error Correction with Shallow Aggressive DecodingLong65 citations
206. Multi-Task Retrieval for Knowledge-Intensive TasksLong65 citations
207. Semantic Representation for Dialogue ModelingLong65 citations
208. The Art of Abstention: Selective Prediction and Error Regularization for Natural Language ProcessingLong65 citations
209. Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense ReasoningLong64 citations
210. LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality IdentificationLong64 citations
211. Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy PoliciesLong64 citations
212. Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain AdaptationLong64 citations
213. Fast and Accurate Neural Machine Translation with Translation MemoryLong63 citations
214. LeeBERT: Learned Early Exit for BERT with cross-level optimizationLong63 citations
215. Math Word Problem Solving with Explicit Numerical ValuesLong63 citations
216. PENS: A Dataset and Generic Framework for Personalized News Headline GenerationLong63 citations
217. Selective Knowledge Distillation for Neural Machine TranslationLong63 citations
218. Transferable Dialogue Systems and User SimulatorsLong63 citations
219. Integrated Directional Gradients: Feature Interaction Attribution for Neural NLP ModelsLong62 citations
220. Is Sparse Attention more Interpretable?Short62 citations
221. Learning from Miscellaneous Other-Class Words for Few-shot Named Entity RecognitionLong62 citations
222. Long-Span Summarization via Local Attention and Content SelectionLong62 citations
223. PhotoChat: A Human-Human Dialogue Dataset With Photo Sharing Behavior For Joint Image-Text ModelingLong62 citations
224. TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted RestylingLong62 citations
225. AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language ModelsLong61 citations
226. Measuring and Increasing Context Usage in Context-Aware Machine TranslationLong61 citations
227. Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause ExtractionLong61 citations
228. TIMERS: Document-level Temporal Relation ExtractionShort61 citations
229. UMIC: An Unreferenced Metric for Image Captioning via Contrastive LearningShort61 citations
230. Zero-shot Fact Verification by Claim GenerationShort61 citations
231. How to Adapt Your Pretrained Multilingual Model to 1600 LanguagesLong60 citations
232. OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation MetricsLong60 citations
233. Improving Dialog Systems for Negotiation with Personality ModelingLong59 citations
234. Ultra-Fine Entity Typing with Weak Supervision from a Masked Language ModelLong59 citations
235. MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation UnderstandingLong58 citations
236. Crafting Adversarial Examples for Neural Machine TranslationLong57 citations
237. Discontinuous Named Entity Recognition as Maximal Clique DiscoveryLong57 citations
238. Examining the Inductive Bias of Neural Language Models with Artificial LanguagesLong57 citations
239. Explaining Relationships Between Scientific DocumentsLong57 citations
240. Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State TrackingShort57 citations
241. Question Generation for Adaptive EducationShort57 citations
242. Semi-Supervised Text Classification with Balanced Deep Representation DistributionsLong57 citations
243. A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots MattersLong56 citations
244. AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive DecodingLong56 citations
245. Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section GenerationLong56 citations
246. Controllable Open-ended Question Generation with A New Question Type OntologyLong56 citations
247. MultiMET: A Multimodal Dataset for Metaphor UnderstandingLong56 citations
248. Towards Visual Question Answering on Pathology ImagesShort56 citations
249. Focus Attention: Promoting Faithfulness and Diversity in SummarizationLong55 citations
250. Metaphor Generation with Conceptual MappingsLong55 citations
251. Robustness Testing of Language Understanding in Task-Oriented DialogLong55 citations
252. Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific DocumentsShort54 citations
253. Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step RewritingLong54 citations
254. Ruddit: Norms of Offensiveness for English Reddit CommentsLong54 citations
255. Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine TranslationLong54 citations
256. UnitedQA: A Hybrid Approach for Open Domain Question AnsweringLong54 citations
257. Attention Flows are Shapley Value ExplanationsShort53 citations
258. Towards Argument Mining for Social Good: A SurveyLong53 citations
259. Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text ClassificationLong52 citations
260. KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense GenerationLong52 citations
261. Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across DomainsLong52 citations
262. Multi-Label Few-Shot Learning for Aspect Category DetectionLong52 citations
263. BASS: Boosting Abstractive Summarization with Unified Semantic GraphLong51 citations
264. De-biasing Distantly Supervised Named Entity Recognition via Causal InterventionLong51 citations
265. Discriminative Reranking for Neural Machine TranslationLong51 citations
266. Men Are Elected, Women Are Married: Events Gender Bias on WikipediaShort51 citations
267. Prevent the Language Model from being Overconfident in Neural Machine TranslationLong51 citations
268. Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph RetrievalLong50 citations
269. Consistency Regularization for Cross-Lingual Fine-TuningLong50 citations
270. Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer NormalizationLong50 citations
271. How effective is BERT without word ordering? Implications for language understanding and data privacyShort50 citations
272. QASR: QCRI Aljazeera Speech Resource A Large Scale Annotated Arabic Speech CorpusLong50 citations
273. StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language ModelingLong50 citations
274. Syntax-Enhanced Pre-trained ModelLong50 citations
275. VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and GenerationLong50 citations
276. A Targeted Assessment of Incremental Processing in Neural Language Models and HumansLong49 citations
277. From Machine Translation to Code-Switching: Generating High-Quality Code-Switched TextLong49 citations
278. Modeling Transitions of Focal Entities for Conversational Knowledge Base Question AnsweringLong49 citations
279. RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog SystemsLong49 citations
280. Using Adversarial Attacks to Reveal the Statistical Bias in Machine Reading Comprehension ModelsShort49 citations
281. Check It Again:Progressive Visual Question Answering via Visual EntailmentLong48 citations
282. Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based ModelsLong48 citations
283. Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLPLong48 citations
284. ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text DataLong48 citations
285. Gender bias amplification during Speed-Quality optimization in Neural Machine TranslationShort48 citations
286. Hate Speech Detection Based on Sentiment Knowledge SharingLong48 citations
287. Improving Zero-Shot Translation by Disentangling Positional InformationLong48 citations
288. Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled DataLong48 citations
289. H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for SequencesLong47 citations
290. HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better GeneralizabilityLong47 citations
291. OTTers: One-turn Topic Transitions for Open-Domain DialogueLong47 citations
292. On Compositional Generalization of Neural Machine TranslationLong47 citations
293. Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage AttentionLong47 citations
294. Factorising Meaning and Form for Intent-Preserving ParaphrasingLong46 citations
295. Improving Paraphrase Detection with the Adversarial Paraphrasing TaskLong46 citations
296. Positional Artefacts Propagate Through Masked Language Model EmbeddingsLong46 citations
297. Unsupervised Out-of-Domain Detection via Pre-trained TransformersLong46 citations
298. Comparing Test Sets with Item Response TheoryLong45 citations
299. DeepRapper: Neural Rap Generation with Rhyme and Rhythm ModelingLong45 citations
300. Dialogue Response Selection with Hierarchical Curriculum LearningLong45 citations
301. Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLULong45 citations
302. Generating Query Focused Summaries from Query-Free ResourcesLong45 citations
303. Improving Document Representations by Generating Pseudo Query Embeddings for Dense RetrievalLong45 citations
304. Issues with Entailment-based Zero-shot Text ClassificationShort45 citations
305. Mitigating Bias in Session-based Cyberbullying Detection: A Non-Compromising ApproachLong45 citations
306. Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel DataLong44 citations
307. Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question AnsweringLong44 citations
308. Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine TranslationLong44 citations
309. Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content ModelLong44 citations
310. A Cluster-based Approach for Improving Isotropy in Contextual Embedding SpaceShort43 citations
311. BERTTune: Fine-Tuning Neural Machine Translation with BERTScoreShort43 citations
312. Diversifying Dialog Generation via Adaptive Label SmoothingLong43 citations
313. Enhancing Entity Boundary Detection for Better Chinese Named Entity RecognitionShort43 citations
314. Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive TranslationLong43 citations
315. Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error CorrectionLong43 citations
316. A Neural Transition-based Model for Argumentation MiningLong42 citations
317. Accelerating BERT Inference for Sequence Labeling via Early-ExitLong42 citations
318. EmailSum: Abstractive Email Thread SummarizationLong42 citations
319. Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple SummariesLong42 citations
320. On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized StudyLong42 citations
321. PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learningLong42 citations
322. Psycholinguistic Tripartite Graph Network for Personality DetectionLong42 citations
323. Reliability Testing for Natural Language Processing SystemsLong42 citations
324. Revisiting the Negative Data of Distantly Supervised Relation ExtractionLong42 citations
325. SENT: Sentence-level Distant Relation Extraction via Negative TrainingLong42 citations
326. Structural Guidance for Transformer Language ModelsLong42 citations
327. Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact VerificationLong42 citations
328. Writing by Memorizing: Hierarchical Retrieval-based Medical Report GenerationLong42 citations
329. AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NERLong41 citations
330. BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence GenerationLong41 citations
331. Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word AlignmentLong41 citations
332. Database reasoning over textLong41 citations
333. Lexicon Learning for Few Shot Sequence ModelingLong41 citations
334. Obtaining Better Static Word Embeddings Using Contextual Embedding ModelsLong41 citations
335. A Large-Scale Chinese Multimodal NER Dataset with Speech CluesLong40 citations
336. Adversarial Learning for Discourse Rhetorical Structure ParsingLong40 citations
337. Bootstrapped Unsupervised Sentence Representation LearningLong40 citations
338. Mention Flags (MF): Constraining Transformer-based Text GeneratorsLong40 citations
339. Modularized Interaction Network for Named Entity RecognitionLong40 citations
340. On Training Instance Selection for Few-Shot Neural Text GenerationShort40 citations
341. BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity RecognitionLong39 citations
342. Bridge-Based Active Domain Adaptation for Aspect Term ExtractionLong39 citations
343. Controversy and Conformity: from Generalized to Personalized Aggressiveness DetectionLong39 citations
344. Learning to Explain: Generating Stable Explanations FastLong39 citations
345. Machine Translation into Low-resource Language VarietiesShort39 citations
346. Self-Supervised Multimodal Opinion SummarizationLong39 citations
347. Syntax-augmented Multilingual BERT for Cross-lingual TransferLong39 citations
348. Weakly Supervised Named Entity Tagging with Learnable Logical RulesLong39 citations
349. Which Linguist Invented the Lightbulb? Presupposition Verification for Question-AnsweringLong39 citations
350. Can Transformer Models Measure Coherence In Text: Re-Thinking the Shuffle TestShort38 citations
351. How is BERT surprised? Layerwise detection of linguistic anomaliesLong38 citations
352. AugNLG: Few-shot Natural Language Generation using Self-trained Data AugmentationLong37 citations
353. Breaking Down the Invisible Wall of Informal Fallacies in Online DiscussionsLong37 citations
354. Do Context-Aware Translation Models Pay the Right Attention?Long37 citations
355. Learning Relation Alignment for Calibrated Cross-modal RetrievalLong37 citations
356. Leveraging Type Descriptions for Zero-shot Named Entity Recognition and ClassificationLong37 citations
357. Relative Importance in Sentence ProcessingShort37 citations
358. A unified approach to sentence segmentation of punctuated text in many languagesLong36 citations
359. An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language ModelsLong36 citations
360. Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and MaskingShort36 citations
361. Cross-lingual Text Classification with Heterogeneous Graph Neural NetworkShort36 citations
362. Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncodersLong36 citations
363. Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine TranslationLong36 citations
364. LNN-EL: A Neuro-Symbolic Approach to Short-text Entity LinkingLong36 citations
365. LexFit: Lexical Fine-Tuning of Pretrained Language ModelsLong36 citations
366. MATE-KD: Masked Adversarial TExt, a Companion to Knowledge DistillationLong36 citations
367. Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic RewardsShort36 citations
368. Subsequence Based Deep Active Learning for Named Entity RecognitionLong36 citations
369. ExCAR: Event Graph Knowledge Enhanced Explainable Causal ReasoningLong35 citations
370. Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning RepresentationLong35 citations
371. Intent Classification and Slot Filling for Privacy PoliciesLong35 citations
372. Knowing the No-match: Entity Alignment with Dangling CasesLong35 citations
373. A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question UnderstandingLong34 citations
374. A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question AnsweringShort34 citations
375. An Improved Model for Voicing Silent SpeechShort34 citations
376. Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked ClaimsLong34 citations
377. Breaking Down Walls of Text: How Can NLP Benefit Consumer Privacy?Long34 citations
378. Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question AnsweringLong34 citations
379. Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction ModelsShort34 citations
380. Lexical Semantic Change DiscoveryLong34 citations
381. Maria: A Visual Experience Powered Conversational AgentLong34 citations
382. Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning.Short34 citations
383. Verb Metaphor Detection via Contextual Relation LearningLong34 citations
384. Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph CompletionLong33 citations
385. Early Detection of Sexual Predators in ChatsLong33 citations
386. Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product OperatorsLong33 citations
387. Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages StudyLong33 citations
388. Modeling Bilingual Conversational Characteristics for Neural Chat TranslationLong33 citations
389. Structural Pre-training for Dialogue ComprehensionLong33 citations
390. Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative FilteringLong33 citations
391. An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual TransformersShort32 citations
392. Employing Argumentation Knowledge Graphs for Neural Argument GenerationLong32 citations
393. Mask-Align: Self-Supervised Neural Word AlignmentLong32 citations
394. Neural Retrieval for Question Answering with Cross-Attention Supervised Data AugmentationShort32 citations
395. xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question AnsweringLong32 citations
396. Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross EncodingLong31 citations
397. DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text GenerationLong31 citations
398. End-to-End AMR Coreference ResolutionLong31 citations
399. PASS: Perturb-and-Select Summarizer for Product ReviewsLong31 citations
400. Better than Average: Paired Evaluation of NLP systemsLong30 citations
401. Deep Context- and Relation-Aware Learning for Aspect-based Sentiment AnalysisShort30 citations
402. DefSent: Sentence Embeddings using Definition SentencesShort30 citations
403. Explainable Prediction of Text Complexity: The Missing Preliminaries for Text SimplificationLong30 citations
404. KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language InferenceLong30 citations
405. QA-Driven Zero-shot Slot Filling with Weak Supervision PretrainingShort30 citations
406. ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information ExtractionShort30 citations
407. Reservoir TransformersLong30 citations
408. Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking NetworkLong30 citations
409. SMURF: SeMantic and linguistic UndeRstanding Fusion for Caption Evaluation via Typicality AnalysisLong30 citations
410. What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks?Long30 citations
411. Alignment Rationale for Natural Language InferenceLong29 citations
412. Attention Calibration for Transformer in Neural Machine TranslationLong29 citations
413. CitationIE: Leveraging the Citation Graph for Scientific Information ExtractionLong29 citations
414. De-Confounded Variational Encoder-Decoder for Logical Table-to-Text GenerationLong29 citations
415. Element Intervention for Open Relation ExtractionLong29 citations
416. Exploiting Document Structures and Cluster Consistencies for Event Coreference ResolutionLong29 citations
417. Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and SynonymyLong29 citations
418. Joint Models for Answer Verification in Question Answering SystemsLong29 citations
419. Joint Verification and Reranking for Open Fact Checking Over TablesLong29 citations
420. Learning Event Graph Knowledge for Abductive ReasoningLong29 citations
421. Learning to Generate Task-Specific Adapters from Task DescriptionShort29 citations
422. Multilingual Agreement for Multilingual Neural Machine TranslationShort29 citations
423. VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-wordsLong29 citations
424. A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger’s Adversarial AttacksLong28 citations
425. Best of Both Worlds: Making High Accuracy Non-incremental Transformer-based Disfluency Detection IncrementalLong28 citations
426. Control Image Captioning Spatially and TemporallyLong28 citations
427. Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater ReliabilityLong28 citations
428. Discovering Dialogue Slots with Weak SupervisionLong28 citations
429. Exploring Dynamic Selection of Branch Expansion Orders for Code GenerationLong28 citations
430. From Discourse to Narrative: Knowledge Projection for Event Relation ExtractionLong28 citations
431. Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best PathLong28 citations
432. RAW-C: Relatedness of Ambiguous Words in Context (A New Lexical Resource for English)Long28 citations
433. Supporting Cognitive and Emotional Empathic Writing of StudentsLong28 citations
434. Unsupervised Enrichment of Persona-grounded Dialog with Background StoriesShort28 citations
435. An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and NormalizationLong27 citations
436. Discovering Dialog Structure Graph for Coherent Dialog GenerationLong27 citations
437. Generating Landmark Navigation Instructions from Maps as a Graph-to-Text ProblemLong27 citations
438. MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical DomainShort27 citations
439. On the Generation of Medical Dialogs for COVID-19Short27 citations
440. R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language ModelingLong27 citations
441. Style is NOT a single variable: Case Studies for Cross-Stylistic Language UnderstandingLong27 citations
442. Tree-Structured Topic Modeling with Nonparametric Neural Variational InferenceLong27 citations
443. Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant ImagesShort26 citations
444. From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic DecodingLong26 citations
445. GhostBERT: Generate More Features with Cheap Operations for BERTLong26 citations
446. TAN-NTM: Topic Attention Networks for Neural Topic ModelingLong26 citations
447. TicketTalk: Toward human-level performance with end-to-end, transaction-based dialog systemsLong26 citations
448. Towards Quantifiable Dialogue Coherence EvaluationLong26 citations
449. Weight Distillation: Transferring the Knowledge in Neural Network ParametersLong26 citations
450. AND does not mean OR: Using Formal Languages to Study Language Models’ RepresentationsShort25 citations
451. Addressing Semantic Drift in Generative Question Answering with Auxiliary ExtractionShort25 citations
452. Code Generation from Natural Language with Less Prior Knowledge and More Monolingual DataShort25 citations
453. Conditional Generation of Temporally-ordered Event SequencesLong25 citations
454. Domain-Adaptive Pretraining Methods for Dialogue UnderstandingShort25 citations
455. Embracing Ambiguity: Shifting the Training Target of NLI ModelsShort25 citations
456. Every Bite Is an Experience: Key Point Analysis of Business ReviewsLong25 citations
457. Explaining Contextualization in Language Models using Visual AnalyticsLong25 citations
458. Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text GenerationLong25 citations
459. Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial TrainingLong25 citations
460. UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLPLong25 citations
461. A Cognitive Regularizer for Language ModelingLong24 citations
462. Counterfactuals to Control Latent Disentangled Text Representations for Style TransferShort24 citations
463. Importance-based Neuron Allocation for Multilingual Neural Machine TranslationLong24 citations
464. On Orthogonality Constraints for TransformersShort24 citations
465. OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More GenresShort24 citations
466. Sequence to General Tree: Knowledge-Guided Geometry Word Problem SolvingShort24 citations
467. The Case for Translation-Invariant Self-Attention in Transformer-Based Language ModelsShort24 citations
468. A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced RedundancyLong23 citations
469. Beyond Sentence-Level End-to-End Speech Translation: Context HelpsLong23 citations
470. Enhancing Descriptive Image Captioning with Natural Language InferenceShort23 citations
471. Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity RecognitionShort23 citations
472. Multi-Scale Progressive Attention Network for Video Question AnsweringShort23 citations
473. Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal ReviewsLong23 citations
474. Neural semi-Markov CRF for Monolingual Word AlignmentLong23 citations
475. PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic ContextLong23 citations
476. A Knowledge-Guided Framework for Frame IdentificationLong22 citations
477. Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip PredictionLong22 citations
478. CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge NotesLong22 citations
479. Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text ClassificationLong22 citations
480. Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity RecognitionLong22 citations
481. Data Augmentation with Adversarial Training for Cross-Lingual NLILong22 citations
482. Evaluating Evaluation Measures for Ordinal Classification and Ordinal QuantificationLong22 citations
483. Learning to Perturb Word Embeddings for Out-of-distribution QALong22 citations
484. Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain AdaptationLong22 citations
485. Neural Bi-Lexicalized PCFG InductionLong22 citations
486. Poisoning Knowledge Graph Embeddings via Relation Inference PatternsLong22 citations
487. Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention TransformerLong22 citations
488. Uncertainty and Surprisal Jointly Deliver the Punchline: Exploiting Incongruity-Based Features for Humor RecognitionShort22 citations
489. WikiSum: Coherent Summarization Dataset for Efficient Human-EvaluationShort22 citations
490. nmT5 - Is parallel data still relevant for pre-training massively multilingual language models?Short22 citations
491. Demoting the Lead Bias in News Summarization via Alternating Adversarial LearningShort21 citations
492. DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World ApplicationsShort21 citations
493. Few-Shot Text Ranking with Meta Adapted Synthetic Weak SupervisionLong21 citations
494. GWLAN: General Word-Level AutocompletioN for Computer-Aided TranslationLong21 citations
495. Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile DataLong21 citations
496. Learning to Solve NLP Tasks in an Incremental Number of LanguagesShort21 citations
497. N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR HypothesesShort21 citations
498. Rational LAMOL: A Rationale-based Lifelong Learning FrameworkLong21 citations
499. StereoRel: Relational Triple Extraction from a Stereoscopic PerspectiveLong21 citations
500. Towards User-Driven Neural Machine TranslationLong21 citations
501. Unified Dual-view Cognitive Model for Interpretable Claim VerificationLong21 citations
502. XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text GenerationLong21 citations
503. A DQN-based Approach to Finding Precise Evidences for Fact VerificationLong20 citations
504. Automatic Fake News Detection: Are Models Learning to Reason?Short20 citations
505. Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language GenerationLong20 citations
506. Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent DecoderLong20 citations
507. Investigating label suggestions for opinion mining in German Covid-19 social mediaLong20 citations
508. IrEne: Interpretable Energy Prediction for TransformersLong20 citations
509. Learning Syntactic Dense Embedding with Correlation Graph for Automatic Readability AssessmentLong20 citations
510. NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based SimulationLong20 citations
511. Point, Disambiguate and Copy: Incorporating Bilingual Dictionaries for Neural Machine TranslationLong20 citations
512. Probabilistic, Structure-Aware Algorithms for Improved Variety, Accuracy, and Coverage of AMR AlignmentsLong20 citations
513. Quantifying and Avoiding Unfair Qualification Labour in CrowdsourcingShort20 citations
514. SocAoG: Incremental Graph Parsing for Social Relation Inference in DialoguesLong20 citations
515. Surprisal Estimators for Human Reading Times Need Character ModelsLong20 citations
516. A Neural Transition-based Joint Model for Disease Named Entity Recognition and NormalizationLong19 citations
517. BanditMTL: Bandit-based Multi-task Learning for Text ClassificationLong19 citations
518. Deep Differential Amplifier for Extractive SummarizationLong19 citations
519. Determinantal Beam SearchLong19 citations
520. Distributed Representations of Emotion Categories in Emotion SpaceLong19 citations
521. Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language ModelsLong19 citations
522. The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human IdentityLong19 citations
523. The statistical advantage of automatic NLG metrics at the system levelLong19 citations
524. Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-LearningLong19 citations
525. A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational SpeechLong18 citations
526. A Span-based Dynamic Local Attention Model for Sequential Sentence ClassificationShort18 citations
527. CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing SignalsLong18 citations
528. DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded DialogueLong18 citations
529. Dual Slot Selector via Local Reliability Verification for Dialogue State TrackingLong18 citations
530. Factoring Statutory Reasoning as Language Understanding ChallengesLong18 citations
531. How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation ExtractionLong18 citations
532. Improving Arabic Diacritization with Regularized Decoding and Adversarial TrainingShort18 citations
533. Introducing Orthogonal Constraint in Structural ProbesLong18 citations
534. Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural BaselinesLong18 citations
535. SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine TranslationLong18 citations
536. The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language ProcessingLong18 citations
537. Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph AutoencodersShort18 citations
538. A Human-machine Collaborative Framework for Evaluating Malevolence in DialoguesLong17 citations
539. Accelerating Text Communication via Abbreviated Sentence InputLong17 citations
540. Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQLLong17 citations
541. Dissecting Generation Modes for Abstractive Summarization Models via Ablation and AttributionLong17 citations
542. Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual MisinformationLong17 citations
543. Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph RepresentationsShort17 citations
544. End-to-End Lexically Constrained Machine Translation for Morphologically Rich LanguagesLong17 citations
545. Evaluating morphological typology in zero-shot cross-lingual transferLong17 citations
546. HERALD: An Annotation Efficient Method to Detect User Disengagement in Social ConversationsLong17 citations
547. Improving Compositional Generalization in Classification Tasks via Structure AnnotationsShort17 citations
548. Learning to Ask Conversational Questions by Optimizing Levenshtein DistanceLong17 citations
549. N-ary Constituent Tree Parsing with Recursive Semi-Markov ModelLong17 citations
550. POS-Constrained Parallel Decoding for Non-autoregressive GenerationLong17 citations
551. Verb Knowledge Injection for Multilingual Event ProcessingLong17 citations
552. Word Sense Disambiguation: Towards Interactive Context Exploitation from Both Word and Sense PerspectivesLong17 citations
553. A Semantic-based Method for Unsupervised Commonsense Question AnsweringLong16 citations
554. AggGen: Ordering and Aggregating while GeneratingLong16 citations
555. Assessing Emoji Use in Modern Text Processing ToolsLong16 citations
556. Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine TranslationLong16 citations
557. CDRNN: Discovering Complex Dynamics in Human Language ProcessingLong16 citations
558. Contributions of Transformer Attention Heads in Multi- and Cross-lingual TasksLong16 citations
559. Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language ModelsLong16 citations
560. GTM: A Generative Triple-wise Model for Conversational Question GenerationLong16 citations
561. Guiding Teacher Forcing with Seer Forcing for Neural Machine TranslationLong16 citations
562. Learning Faithful Representations of Causal GraphsLong16 citations
563. Neural-Symbolic Commonsense Reasoner with Relation PredictorsShort16 citations
564. Semantic Frame Induction using Masked Word Embeddings and Two-Step ClusteringShort16 citations
565. Video Paragraph Captioning as a Text Summarization TaskShort16 citations
566. Align Voting Behavior with Public Statements for Legislator Representation LearningLong15 citations
567. Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused InterventionsShort15 citations
568. Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context AnchoringLong15 citations
569. COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story CompletionLong15 citations
570. Engage the Public: Poll Question Generation for Social Media PostsLong15 citations
571. How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation?Short15 citations
572. Multi-Head Highly Parallelized LSTM Decoder for Neural Machine TranslationLong15 citations
573. Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model UpdatesLong15 citations
574. RepSum: Unsupervised Dialogue Summarization based on Replacement StrategyLong15 citations
575. Selecting Informative Contexts Improves Language Model Fine-tuningLong15 citations
576. TWAG: A Topic-Guided Wikipedia Abstract GeneratorLong15 citations
577. ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple SentencesLong14 citations
578. Anchor-based Bilingual Word Embeddings for Low-Resource LanguagesShort14 citations
579. EnsLM: Ensemble Language Model for Data Diversity by Semantic ClusteringLong14 citations
580. Factuality Assessment as Modal Dependency ParsingLong14 citations
581. Handling Extreme Class Imbalance in Technical Logbook DatasetsLong14 citations
582. Hierarchical Context-aware Network for Dense Video Event CaptioningLong14 citations
583. Improving Formality Style Transfer with Context-Aware Rule InjectionLong14 citations
584. Structurizing Misinformation Stories via Rationalizing Fact-ChecksLong14 citations
585. Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active LearningLong14 citations
586. Benchmarking Scalable Methods for Streaming Cross Document Entity CoreferenceLong13 citations
587. Bilingual Mutual Information Based Adaptive Training for Neural Machine TranslationShort13 citations
588. Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking?Long13 citations
589. Distinct Label Representations for Few-Shot Text ClassificationShort13 citations
590. Language Embeddings for Typology and Cross-lingual Transfer LearningLong13 citations
591. Meta-Learning with Variational Semantic Memory for Word Sense DisambiguationLong13 citations
592. Multi-stage Pre-training over Simplified Multimodal Pre-training ModelsLong13 citations
593. Neural Stylistic Response Generation with Disentangled Latent VariablesLong13 citations
594. Towards a more Robust Evaluation for Conversational Question AnsweringShort13 citations
595. Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph EmbeddingLong13 citations
596. eMLM: A New Pre-training Objective for Emotion Related TasksShort13 citations
597. Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency ParsingLong12 citations
598. BERTGen: Multi-task Generation through BERTLong12 citations
599. Diverse Pretrained Context Encodings Improve Document TranslationLong12 citations
600. In Factuality: Efficient Integration of Relevant Facts for Visual Question AnsweringShort12 citations
601. MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation NetworkShort12 citations
602. Modeling Language Usage and Listener Engagement in PodcastsLong12 citations
603. Reasoning over Entity-Action-Location Graph for Procedural Text UnderstandingLong12 citations
604. Recursive Tree-Structured Self-Attention for Answer Sentence SelectionLong12 citations
605. Robustifying Multi-hop QA through Pseudo-Evidentiality TrainingLong12 citations
606. mTVR: Multilingual Moment Retrieval in VideosShort12 citations
607. A Bidirectional Transformer Based Alignment Model for Unsupervised Word AlignmentLong11 citations
608. A Mixture-of-Experts Model for Antonym-Synonym DiscriminationShort11 citations
609. Bird’s Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic ApproachLong11 citations
610. Can Sequence-to-Sequence Models Crack Substitution Ciphers?Long11 citations
611. Cross-language Sentence Selection via Data Augmentation and Rationale TrainingLong11 citations
612. Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning ModelsShort11 citations
613. Evaluation of Thematic Coherence in MicroblogsLong11 citations
614. Exploring Discourse Structures for Argument Impact ClassificationLong11 citations
615. Lightweight Cross-Lingual Sentence Representation LearningLong11 citations
616. Measure and Evaluation of Semantic Divergence across Two LanguagesLong11 citations
617. On Positivity Bias in Negative ReviewsShort11 citations
618. PRAL: A Tailored Pre-Training Model for Task-Oriented Dialog GenerationShort11 citations
619. Structural Knowledge Distillation: Tractably Distilling Information for Structured PredictorLong11 citations
620. Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-TuningLong11 citations
621. Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational SystemsLong11 citations
622. When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine TranslationShort11 citations
623. A Conditional Splitting Framework for Efficient Constituency ParsingLong10 citations
624. Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children’s mindreading abilityLong10 citations
625. Input Representations for Parsing Discourse Representation Structures: Comparing English with ChineseShort10 citations
626. Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision MakingLong10 citations
627. Language Model Augmented Relevance ScoreLong10 citations
628. On Finding the K-best Non-projective Dependency TreesLong10 citations
629. Pre-training Universal Language RepresentationLong10 citations
630. SaRoCo: Detecting Satire in a Novel Romanian Corpus of News ArticlesShort10 citations
631. To POS Tag or Not to POS Tag: The Impact of POS Tags on Morphological Learning in Low-Resource SettingsLong10 citations
632. A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded ConversationsLong9 citations
633. Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter DatasetLong9 citations
634. More Identifiable yet Equally Performant Transformers for Text ClassificationLong9 citations
635. Quotation Recommendation and Interpretation Based on Transformation from Queries to QuotationsShort9 citations
636. Towards more equitable question answering systems: How much more data do you need?Short9 citations
637. Transfer Learning for Sequence Generation: from Single-source to Multi-sourceLong9 citations
638. A Dataset and Baselines for Multilingual Reply SuggestionLong8 citations
639. Automated Generation of Storytelling Vocabulary from Photographs for use in AACLong8 citations
640. BERTAC: Enhancing Transformer-based Language Models with Adversarially Pretrained Convolutional Neural NetworksLong8 citations
641. COSY: COunterfactual SYntax for Cross-Lingual UnderstandingLong8 citations
642. Continuous Language Generative FlowLong8 citations
643. Data Augmentation for Text Generation Without Any Augmented DataLong8 citations
644. Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine TranslationShort8 citations
645. Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue SystemLong8 citations
646. [RETRACTED] Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-trainingLong8 citations
647. A Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing FlowLong7 citations
648. An Empirical Study on Adversarial Attack on NMT: Languages and Positions MatterShort7 citations
649. Attentive Multiview Text Representation for Differential DiagnosisShort7 citations
650. Beyond Laurel/Yanny: An Autoencoder-Enabled Search for Polyperceivable AudioShort7 citations
651. Coreference Reasoning in Machine Reading ComprehensionLong7 citations
652. Difficulty-Aware Machine Translation EvaluationShort7 citations
653. Exploring Distantly-Labeled Rationales in Neural Network ModelsLong7 citations
654. Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span PredictionShort7 citations
655. Multi-View Cross-Lingual Structured Prediction with Minimum SupervisionLong7 citations
656. Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text ReasoningLong7 citations
657. Parameter Selection: Why We Should Pay More Attention to ItShort7 citations
658. Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related DomainsShort7 citations
659. A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question AnsweringLong6 citations
660. AligNarr: Aligning Narratives on MoviesShort6 citations
661. CoRI: Collective Relation Integration with Data Augmentation for Open Information ExtractionLong6 citations
662. Enforcing Consistency in Weakly Supervised Semantic ParsingShort6 citations
663. Improving Model Generalization: A Chinese Named Entity Recognition Case StudyShort6 citations
664. Replicating and Extending “Because Their Treebanks Leak”: Graph Isomorphism, Covariants, and Parser PerformanceShort6 citations
665. Saying No is An Art: Contextualized Fallback Responses for Unanswerable Dialogue QueriesShort6 citations
666. Unsupervised Pronoun Resolution via Masked Noun-Phrase PredictionShort6 citations
667. A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document CollectionsLong5 citations
668. DESCGEN: A Distantly Supervised Datasetfor Generating Entity DescriptionsLong5 citations
669. Don’t Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language ModelsShort5 citations
670. Entity Enhancement for Implicit Discourse Relation Classification in the Biomedical DomainShort5 citations
671. Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document RetrievalLong5 citations
672. Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge DistillationLong5 citations
673. Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human EffortLong5 citations
674. Syntopical Graphs for Computational Argumentation TasksLong5 citations
675. The Limitations of Limited Context for Constituency ParsingLong5 citations
676. W-RST: Towards a Weighted RST-style Discourse FrameworkLong5 citations
677. Generalising Multilingual Concept-to-Text NLG with Language Agnostic DelexicalisationLong4 citations
678. Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on TwitterShort4 citations
679. Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe ApproachLong4 citations
680. More than Text: Multi-modal Chinese Word SegmentationShort4 citations
681. OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text ClassificationLong4 citations
682. ReadOnce Transformers: Reusable Representations of Text for TransformersLong4 citations
683. Value-Agnostic Conversational Semantic ParsingLong4 citations
684. What is Your Article Based On? Inferring Fine-grained ProvenanceLong4 citations
685. A Systematic Investigation of KB-Text Embedding Alignment at ScaleLong3 citations
686. ADEPT: An Adjective-Dependent Plausibility TaskLong3 citations
687. Catchphrase: Automatic Detection of Cultural ReferencesShort3 citations
688. Discrete Cosine Transform as Universal Sentence EncoderShort3 citations
689. Learning Latent Structures for Cross Action Phrase Relations in Wet Lab ProtocolsLong3 citations
690. Learning Prototypical Functions for Physical ArtifactsLong3 citations
691. Mid-Air Hand Gestures for Post-Editing of Machine TranslationLong3 citations
692. Risk Minimization for Zero-shot Sequence LabelingLong3 citations
693. VAULT: VAriable Unified Long Text Representation for Machine Reading ComprehensionShort3 citations
694. An In-depth Study on Internal Structure of Chinese WordsLong2 citations
695. Avoiding Overlap in Data Augmentation for AMR-to-Text GenerationShort2 citations
696. Cascaded Head-colliding AttentionLong2 citations
697. Don’t Rule Out Monolingual Speakers: A Method For Crowdsourcing Machine Translation DataShort2 citations
698. How Did This Get Funded?! Automatically Identifying Quirky Scientific AchievementsLong2 citations
699. Rewriter-Evaluator Architecture for Neural Machine TranslationLong2 citations
700. Training Adaptive Computation for Open-Domain Question Answering with Computational ConstraintsShort2 citations
701. What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short PostsShort2 citations
702. Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to EventShort1 citations
703. Transition-based Bubble Parsing: Improvements on Coordination Structure PredictionLong1 citations
704. [RETRACTED] Prosodic segmentation for parsing spoken dialogueLong1 citations
705. Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token LevelsLong
706. Continual Quality Estimation with Online Bayesian Meta-LearningShort
707. Higher-order Derivatives of Weighted Finite-state MachinesShort
708. On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic EvaluationLong
709. TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language ModelsLong
710. What’s in the Box? An Analysis of Undesirable Content in the Common Crawl CorpusShort

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