EMNLP 2021 Accepted Papers

The full list of 1,311 papers accepted at EMNLP 2021 (Conference on Empirical Methods in Natural Language Processing). Click any title for details, similar papers, and links to the original source. You can also search these papers by meaning, not just keywords.

1001. Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic ParsingMain9 citations
1002. How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understandingfinding9 citations
1003. Learning to Selectively Learn for Weakly-supervised Paraphrase GenerationMain9 citations
1004. Levenshtein Training for Word-level Quality EstimationMain9 citations
1005. Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval MarginalizationMain9 citations
1006. On Homophony and Rényi EntropyMain9 citations
1007. One Source, Two Targets: Challenges and Rewards of Dual DecodingMain9 citations
1008. Predicting emergent linguistic compositions through time: Syntactic frame extension via multimodal chainingMain9 citations
1009. Recommend for a Reason: Unlocking the Power of Unsupervised Aspect-Sentiment Co-Extractionfinding9 citations
1010. Reducing Discontinuous to Continuous Parsing with Pointer Network ReorderingMain9 citations
1011. Refining BERT Embeddings for Document Hashing via Mutual Information Maximizationfinding9 citations
1012. Relation-Guided Pre-Training for Open-Domain Question Answeringfinding9 citations
1013. Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embeddingfinding9 citations
1014. Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is LargeMain9 citations
1015. UMR-Writer: A Web Application for Annotating Uniform Meaning RepresentationsSystem Demonstrations9 citations
1016. “So You Think You’re Funny?”: Rating the Humour Quotient in Standup ComedyMain9 citations
1017. A Unified Speaker Adaptation Approach for ASRMain8 citations
1018. Biomedical Concept Normalization by Leveraging HypernymsMain8 citations
1019. Classification of hierarchical text using geometric deep learning: the case of clinical trials corpusMain8 citations
1020. Classifying Dyads for Militarized Conflict AnalysisMain8 citations
1021. Cleaning Dirty Books: Post-OCR Processing for Previously Scanned Textsfinding8 citations
1022. Comparing Text Representations: A Theory-Driven ApproachMain8 citations
1023. Contrastive Document Representation Learning with Graph Attention Networksfinding8 citations
1024. Detecting Contact-Induced Semantic Shifts: What Can Embedding-Based Methods Do in Practice?Main8 citations
1025. DyLex: Incorporating Dynamic Lexicons into BERT for Sequence LabelingMain8 citations
1026. End-to-end Neural Information Status Classificationfinding8 citations
1027. FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input RepresentationsMain8 citations
1028. Fine-grained Entity Typing without Knowledge BaseMain8 citations
1029. GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer NetworksMain8 citations
1030. Graph Algorithms for Multiparallel Word AlignmentMain8 citations
1031. HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model CompressionMain8 citations
1032. Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentationfinding8 citations
1033. Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain AdaptationMain8 citations
1034. Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Searchfinding8 citations
1035. MS-Mentions: Consistently Annotating Entity Mentions in Materials Science Procedural TextMain8 citations
1036. MSD: Saliency-aware Knowledge Distillation for Multimodal Understandingfinding8 citations
1037. Matching-oriented Embedding Quantization For Ad-hoc RetrievalMain8 citations
1038. Rethinking Sentiment Style Transferfinding8 citations
1039. Revisiting Pivot-Based Paraphrase Generation: Language Is Not the Only Optional PivotMain8 citations
1040. Robust Fragment-Based Framework for Cross-lingual Sentence Retrievalfinding8 citations
1041. Rule-based Morphological Inflection Improves Neural Terminology TranslationMain8 citations
1042. Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classificationfinding8 citations
1043. Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization SystemsMain8 citations
1044. Textual Time Travel: A Temporally Informed Approach to Theory of Mindfinding8 citations
1045. The Effect of Efficient Messaging and Input Variability on Neural-Agent Iterated Language LearningMain8 citations
1046. Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language ModelsMain8 citations
1047. Truth-Conditional Captions for Time Series DataMain8 citations
1048. Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained ModelsMain8 citations
1049. Visually Grounded Concept Compositionfinding8 citations
1050. When Retriever-Reader Meets Scenario-Based Multiple-Choice Questionsfinding8 citations
1051. A Deep Decomposable Model for Disentangling Syntax and Semantics in Sentence Representationfinding7 citations
1052. A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction AnalysisMain7 citations
1053. An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spacesfinding7 citations
1054. An animated picture says at least a thousand words: Selecting Gif-based Replies in Multimodal Dialogfinding7 citations
1055. ArabicTransformer: Efficient Large Arabic Language Model with Funnel Transformer and ELECTRA Objectivefinding7 citations
1056. Are Transformers a Modern Version of ELIZA? Observations on French Object Verb AgreementMain7 citations
1057. Automatic Discrimination between Inherited and Borrowed Latin Words in Romance Languagesfinding7 citations
1058. Beyond Accuracy: A Consolidated Tool for Visual Question Answering BenchmarkingSystem Demonstrations7 citations
1059. Chinese Opinion Role Labeling with Corpus Translation: A Pivot StudyMain7 citations
1060. Collaborative Learning of Bidirectional Decoders for Unsupervised Text Style TransferMain7 citations
1061. Data Collection vs. Knowledge Graph Completion: What is Needed to Improve Coverage?Main7 citations
1062. Discourse-Based Sentence Splittingfinding7 citations
1063. Don’t Search for a Search Method — Simple Heuristics Suffice for Adversarial Text AttacksMain7 citations
1064. EventKE: Event-Enhanced Knowledge Graph Embeddingfinding7 citations
1065. Exploring Non-Autoregressive Text Style TransferMain7 citations
1066. Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text GenerationMain7 citations
1067. Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug FixingMain7 citations
1068. From None to Severe: Predicting Severity in Movie Scriptsfinding7 citations
1069. HintedBT: Augmenting Back-Translation with Quality and Transliteration HintsMain7 citations
1070. Improving Multilingual Neural Machine Translation with Auxiliary Source Languagesfinding7 citations
1071. Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inferencefinding7 citations
1072. Intention Reasoning Network for Multi-Domain End-to-end Task-Oriented DialogueMain7 citations
1073. Investigating the Helpfulness of Word-Level Quality Estimation for Post-Editing Machine Translation OutputMain7 citations
1074. Is “moby dick” a Whale or a Bird? Named Entities and Terminology in Speech TranslationMain7 citations
1075. Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor IdentificationMain7 citations
1076. LexiClean: An annotation tool for rapid multi-task lexical normalisationSystem Demonstrations7 citations
1077. Lying Through One’s Teeth: A Study on Verbal Leakage CuesMain7 citations
1078. Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarizationfinding7 citations
1079. Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Modelsfinding7 citations
1080. NICE: Neural Image Commenting with Empathyfinding7 citations
1081. Neuralizing Regular Expressions for Slot FillingMain7 citations
1082. Re-entry Prediction for Online Conversations via Self-Supervised Learningfinding7 citations
1083. SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing MapMain7 citations
1084. Scalable Font Reconstruction with Dual Latent ManifoldsMain7 citations
1085. Separating Retention from Extraction in the Evaluation of End-to-end Relation ExtractionMain7 citations
1086. Stacked AMR Parsing with Silver Datafinding7 citations
1087. Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel DataMain7 citations
1088. Tribrid: Stance Classification with Neural Inconsistency DetectionMain7 citations
1089. We’ve had this conversation before: A Novel Approach to Measuring Dialog SimilarityMain7 citations
1090. Adaptive Bridge between Training and Inference for Dialogue GenerationMain6 citations
1091. Automatic Construction of Enterprise Knowledge BaseSystem Demonstrations6 citations
1092. BERT-Beta: A Proactive Probabilistic Approach to Text ModerationMain6 citations
1093. Block-wise Word Embedding Compression Revisited: Better Weighting and Structuringfinding6 citations
1094. Building the Directed Semantic Graph for Coherent Long Text GenerationMain6 citations
1095. COMBO: State-of-the-Art Morphosyntactic AnalysisSystem Demonstrations6 citations
1096. Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue TasksMain6 citations
1097. Do UD Trees Match Mention Spans in Coreference Annotations?finding6 citations
1098. Don’t Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniquesfinding6 citations
1099. Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online NewsMain6 citations
1100. Expected Validation Performance and Estimation of a Random Variable’s Maximumfinding6 citations
1101. Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language UnderstandingMain6 citations
1102. Good-Enough Example ExtrapolationMain6 citations
1103. Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive SummarizationMain6 citations
1104. Improving Embedding-based Large-scale Retrieval via Label Enhancementfinding6 citations
1105. It Is Not As Good As You Think! Evaluating Simultaneous Machine Translation on Interpretation DataMain6 citations
1106. Jointly Learning to Repair Code and Generate Commit MessageMain6 citations
1107. Knowledge Base Completion Meets Transfer LearningMain6 citations
1108. Knowledge Representation Learning with Contrastive Completion Codingfinding6 citations
1109. Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehensionfinding6 citations
1110. MultiFix: Learning to Repair Multiple Errors by Optimal Alignment Learningfinding6 citations
1111. Multilingual Neural Machine Translation: Can Linguistic Hierarchies Help?finding6 citations
1112. Narrative Embedding: Re-Contextualization Through AttentionMain6 citations
1113. Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep LearningMain6 citations
1114. Region under Discussion for visual dialogMain6 citations
1115. Rethinking Denoised Auto-Encoding in Language Pre-TrainingMain6 citations
1116. Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioningfinding6 citations
1117. SWEAT: Scoring Polarization of Topics across Different CorporaMain6 citations
1118. Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-SupervisionMain6 citations
1119. Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Datafinding6 citations
1120. SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networksfinding6 citations
1121. TabPert : An Effective Platform for Tabular PerturbationSystem Demonstrations6 citations
1122. The Impact of Positional Encodings on Multilingual CompressionMain6 citations
1123. Toward Deconfounding the Effect of Entity Demographics for Question Answering AccuracyMain6 citations
1124. Towards Realistic Single-Task Continuous Learning Research for NERfinding6 citations
1125. Uncovering Implicit Gender Bias in Narratives through Commonsense Inferencefinding6 citations
1126. Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approachfinding6 citations
1127. Unsupervised Neural Machine Translation with Universal GrammarMain6 citations
1128. Value-aware Approximate AttentionMain6 citations
1129. Visual Cues and Error Correction for Translation Robustnessfinding6 citations
1130. Weakly Supervised Semantic Parsing by Learning from Mistakesfinding6 citations
1131. Weakly supervised discourse segmentation for multiparty oral conversationsMain6 citations
1132. Word Reordering for Zero-shot Cross-lingual Structured PredictionMain6 citations
1133. A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution.finding5 citations
1134. A Root of a Problem: Optimizing Single-Root Dependency ParsingMain5 citations
1135. APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsingfinding5 citations
1136. ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive SummarizationMain5 citations
1137. Adversarial Mixing Policy for Relaxing Locally Linear Constraints in MixupMain5 citations
1138. An Alignment-Agnostic Model for Chinese Text Error Correctionfinding5 citations
1139. AutoEQA: Auto-Encoding Questions for Extractive Question Answeringfinding5 citations
1140. Automatic Bilingual Markup Transferfinding5 citations
1141. Bag of Tricks for Optimizing Transformer Efficiencyfinding5 citations
1142. Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translationfinding5 citations
1143. Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiersfinding5 citations
1144. Casting the Same Sentiment Classification Problemfinding5 citations
1145. Character-based PCFG Induction for Modeling the Syntactic Acquisition of Morphologically Rich Languagesfinding5 citations
1146. Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range ContextMain5 citations
1147. Continuous Entailment Patterns for Lexical Inference in ContextMain5 citations
1148. Cross-Policy Compliance Detection via Question AnsweringMain5 citations
1149. Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversationfinding5 citations
1150. Effect Generation Based on Causal Reasoningfinding5 citations
1151. Exophoric Pronoun Resolution in Dialogues with Topic RegularizationMain5 citations
1152. Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labellingMain5 citations
1153. Hitting your MARQ: Multimodal ARgument Quality Assessment in Long Debate VideoMain5 citations
1154. Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and TextMain5 citations
1155. Improving Privacy Guarantee and Efficiency of Latent Dirichlet Allocation Model Training Under Differential Privacyfinding5 citations
1156. Interactive Machine Comprehension with Dynamic Knowledge GraphsMain5 citations
1157. Knowledge-Aware Meta-learning for Low-Resource Text ClassificationMain5 citations
1158. Locke’s Holiday: Belief Bias in Machine ReadingMain5 citations
1159. Mapping Language to Programs using Multiple Reward Components with Inverse Reinforcement Learningfinding5 citations
1160. Meta Distant Transfer Learning for Pre-trained Language ModelsMain5 citations
1161. MiSS: An Assistant for Multi-Style Simultaneous TranslationSystem Demonstrations5 citations
1162. Modeling Disclosive Transparency in NLP Application DescriptionsMain5 citations
1163. Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search DegradationMain5 citations
1164. On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role LabelingMain5 citations
1165. Preventing Author Profiling through Zero-Shot Multilingual Back-TranslationMain5 citations
1166. Segmenting Natural Language Sentences via Lexical Unit Analysisfinding5 citations
1167. Signed Coreference ResolutionMain5 citations
1168. Smoothing Dialogue States for Open Conversational Machine ReadingMain5 citations
1169. Switch Point biased Self-Training: Re-purposing Pretrained Models for Code-Switchingfinding5 citations
1170. TranslateLocally: Blazing-fast translation running on the local CPUSystem Demonstrations5 citations
1171. UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role Labelingfinding5 citations
1172. “It doesn’t look good for a date”: Transforming Critiques into Preferences for Conversational Recommendation SystemsMain5 citations
1173. “Wikily” Supervised Neural Translation Tailored to Cross-Lingual TasksMain5 citations
1174. An Uncertainty-Aware Encoder for Aspect Detectionfinding4 citations
1175. Attention-based Contrastive Learning for Winograd Schemasfinding4 citations
1176. CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER DatasetSystem Demonstrations4 citations
1177. Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graphfinding4 citations
1178. Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph RefinementMain4 citations
1179. Evaluating Scholarly Impact: Towards Content-Aware BibliometricsMain4 citations
1180. Extracting Material Property Measurement Data from Scientific ArticlesMain4 citations
1181. FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoningfinding4 citations
1182. Gated Transformer for Robust De-noised Sequence-to-Sequence Modellingfinding4 citations
1183. Generative Context Pair Selection for Multi-hop Question AnsweringMain4 citations
1184. How Do Neural Sequence Models Generalize? Local and Global Cues for Out-of-Distribution PredictionMain4 citations
1185. KOAS: Korean Text Offensiveness Analysis SystemSystem Demonstrations4 citations
1186. LAMAD: A Linguistic Attentional Model for Arabic Text Diacritizationfinding4 citations
1187. Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language UnderstandingMain4 citations
1188. Local Word Discovery for Interactive TranscriptionMain4 citations
1189. MeetDot: Videoconferencing with Live Translation CaptionsSystem Demonstrations4 citations
1190. On the Relation between Syntactic Divergence and Zero-Shot PerformanceMain4 citations
1191. Post-Editing Extractive Summaries by Definiteness Predictionfinding4 citations
1192. Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge TransferMain4 citations
1193. Progressive Adversarial Learning for Bootstrapping: A Case Study on Entity Set ExpansionMain4 citations
1194. ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detectionfinding4 citations
1195. Synthetic Textual Features for the Large-Scale Detection of Basic-level Categories in English and MandarinMain4 citations
1196. The Effect of Round-Trip Translation on Fairness in Sentiment AnalysisMain4 citations
1197. Unimodal and Crossmodal Refinement Network for Multimodal Sequence FusionMain4 citations
1198. WHOSe Heritage: Classification of UNESCO World Heritage Statements of "Outstanding Universal Value” with Soft Labelsfinding4 citations
1199. Wasserstein Selective Transfer Learning for Cross-domain Text MiningMain4 citations
1200. A Corpus-based Syntactic Analysis of Two-termed Unlike Coordinationfinding3 citations
1201. A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS TaggingMain3 citations
1202. A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generationfinding3 citations
1203. A New Representation for Span-based CCG ParsingMain3 citations
1204. ARCH: Efficient Adversarial Regularized Training with Cachingfinding3 citations
1205. AUTOSUMM: Automatic Model Creation for Text SummarizationMain3 citations
1206. An Evaluation Dataset and Strategy for Building Robust Multi-turn Response Selection ModelMain3 citations
1207. Classification-based Quality Estimation: Small and Efficient Models for Real-world ApplicationsMain3 citations
1208. Competing Independent Modules for Knowledge Integration and Optimizationfinding3 citations
1209. Compositional Data and Task Augmentation for Instruction Followingfinding3 citations
1210. Comprehensive Punctuation Restoration for English and Polishfinding3 citations
1211. Counter-Contrastive Learning for Language GANsfinding3 citations
1212. Counterfactual Adversarial Learning with Representation Interpolationfinding3 citations
1213. Cross-Lingual Leveled Reading Based on Language-Invariant Featuresfinding3 citations
1214. Efficient Sampling of Dependency StructureMain3 citations
1215. Examining Cross-lingual Contextual Embeddings with Orthogonal Structural ProbesMain3 citations
1216. FAST: Fast Annotation tool for SmarT devicesSystem Demonstrations3 citations
1217. Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation LearningMain3 citations
1218. Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Textfinding3 citations
1219. Improving Text Auto-Completion with Next Phrase Predictionfinding3 citations
1220. Learning Bill Similarity with Annotated and Augmented Corpora of BillsMain3 citations
1221. Locality Preserving Sentence Encodingfinding3 citations
1222. Making Heads and Tails of Models with Marginal Calibration for Sparse Tagsetsfinding3 citations
1223. Monitoring geometrical properties of word embeddings for detecting the emergence of new topics.Main3 citations
1224. NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributionsfinding3 citations
1225. Neural Machine Translation with Heterogeneous Topic Knowledge EmbeddingsMain3 citations
1226. PAUSE: Positive and Annealed Unlabeled Sentence EmbeddingMain3 citations
1227. Paraphrasing Compound NominalizationsMain3 citations
1228. Reconsidering the Past: Optimizing Hidden States in Language Modelsfinding3 citations
1229. RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classificationfinding3 citations
1230. Searching for More Efficient Dynamic Programsfinding3 citations
1231. Self-Training using Rules of Grammar for Few-Shot NLUfinding3 citations
1232. Span Fine-tuning for Pre-trained Language Modelsfinding3 citations
1233. Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generationfinding3 citations
1234. TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtectionMain3 citations
1235. Task-Oriented Clustering for Dialoguesfinding3 citations
1236. Token-wise Curriculum Learning for Neural Machine Translationfinding3 citations
1237. Voice Query Auto CompletionMain3 citations
1238. What’s Hidden in a One-layer Randomly Weighted Transformer?Main3 citations
1239. When is Wall a Pared and when a Muro?: Extracting Rules Governing Lexical SelectionMain3 citations
1240. Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response SelectionMain3 citations
1241. “Average” Approximates “First Principal Component”? An Empirical Analysis on Representations from Neural Language ModelsMain3 citations
1242. A Conditional Generative Matching Model for Multi-lingual Reply Suggestionfinding2 citations
1243. A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answeringfinding2 citations
1244. A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained AutoencodersMain2 citations
1245. Argumentation-Driven Evidence Association in Criminal Casesfinding2 citations
1246. Benchmarking Meta-embeddings: What Works and What Does Notfinding2 citations
1247. Conical Classification For Efficient One-Class Topic Determinationfinding2 citations
1248. Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language ModelsMain2 citations
1249. Does Social Pressure Drive Persuasion in Online Fora?Main2 citations
1250. Few-Shot Novel Concept Learning for Semantic Parsingfinding2 citations
1251. GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Methodfinding2 citations
1252. Graph-Based Decoding for Task Oriented Semantic Parsingfinding2 citations
1253. Informed Sampling for Diversity in Concept-to-Text NLGfinding2 citations
1254. KnowMAN: Weakly Supervised Multinomial Adversarial NetworksMain2 citations
1255. Language Resource Efficient Learning for Captioningfinding2 citations
1256. Learning Hard Retrieval Decoder Attention for Transformersfinding2 citations
1257. Learning Task Sampling Policy for Multitask Learningfinding2 citations
1258. Learning and Analyzing Generation Order for Undirected Sequence Modelsfinding2 citations
1259. Minimal Supervision for Morphological InflectionMain2 citations
1260. Reference-based Weak Supervision for Answer Sentence Selection using Web Datafinding2 citations
1261. Revisiting Tri-training of Dependency ParsersMain2 citations
1262. Secoco: Self-Correcting Encoding for Neural Machine Translationfinding2 citations
1263. Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsingfinding2 citations
1264. What If Sentence-hood is Hard to Define: A Case Study in Chinese Reading Comprehensionfinding2 citations
1265. Bridging Perception, Memory, and Inference through Semantic RelationsMain1 citations
1266. Come hither or go away? Recognising pre-electoral coalition signals in the newsMain1 citations
1267. Comparing learnability of two dependency schemes: ‘semantic’ (UD) and ‘syntactic’ (SUD)finding1 citations
1268. Coreference-aware Surprisal Predicts Brain Responsefinding1 citations
1269. Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classificationfinding1 citations
1270. Distilling Word Meaning in Context from Pre-trained Language Modelsfinding1 citations
1271. Don’t Miss the Potential Customers! Retrieving Similar Ads to Improve User Targetingfinding1 citations
1272. Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery MechanismMain1 citations
1273. FANATIC: FAst Noise-Aware TopIc Clusteringfinding1 citations
1274. Fine-grained Typing of Emerging Entities in Microblogsfinding1 citations
1275. Grouped-Attention for Content-Selection and Content-Plan Generationfinding1 citations
1276. Guilt by Association: Emotion Intensities in Lexical RepresentationsMain1 citations
1277. IrEne-viz: Visualizing Energy Consumption of Transformer ModelsSystem Demonstrations1 citations
1278. Learning grounded word meaning representations on similarity graphsMain1 citations
1279. Leveraging Capsule Routing to Associate Knowledge with Medical Literature HierarchicallyMain1 citations
1280. Leveraging Order-Free Tag Relations for Context-Aware RecommendationMain1 citations
1281. Lifelong Explainer for Lifelong LearnersMain1 citations
1282. MRF-Chat: Improving Dialogue with Markov Random FieldsMain1 citations
1283. Proxy Indicators for the Quality of Open-domain DialoguesMain1 citations
1284. RepGraph: Visualising and Analysing Meaning Representation GraphsSystem Demonstrations1 citations
1285. Sequence-to-Lattice Models for Fast Translationfinding1 citations
1286. Speculative Sampling in Variational Autoencoders for Dialogue Response Generationfinding1 citations
1287. TransIns: Document Translation with Markup ReinsertionSystem Demonstrations1 citations
1288. Translating Headers of Tabular Data: A Pilot Study of Schema TranslationMain1 citations
1289. Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasksfinding1 citations
1290. Written Justifications are Key to Aggregate Crowdsourced Forecastsfinding1 citations
1291. deepQuest-py: Large and Distilled Models for Quality EstimationSystem Demonstrations1 citations
1292. A Unified Encoding of Structures in Transition SystemsMain
1293. A Web Scale Entity Extraction Systemfinding
1294. Classification and Geotemporal Analysis of Quality-of-Life Issues in Tenant Reviewsfinding
1295. Co-Teaching Student-Model through Submission Results of Shared Taskfinding
1296. Cross-Register Projection for Headline Part of Speech TaggingMain
1297. Data-Efficient Language Shaped Few-shot Image Classificationfinding
1298. DialogueTRM: Exploring Multi-Modal Emotional Dynamics in a Conversationfinding
1299. EDTC: A Corpus for Discourse-Level Topic Chain Parsingfinding
1300. ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic RelationsMain
1301. FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognitionfinding
1302. Generating Mammography Reports from Multi-view Mammograms with BERTfinding
1303. HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representationsfinding
1304. How to leverage the multimodal EHR data for better medical prediction?Main
1305. Minimizing Annotation Effort via Max-Volume Spectral Samplingfinding
1306. Press Freedom Monitor: Detection of Reported Press and Media Freedom Violations in Twitter and News ArticlesSystem Demonstrations
1307. Profanity-Avoiding Training Framework for Seq2seq Models with Certified RobustnessMain
1308. Semantic Context Path Labeling for Semantic Exploration of User ReviewsSystem Demonstrations
1309. Students Who Study Together Learn Better: On the Importance of Collective Knowledge Distillation for Domain Transfer in Fact VerificationMain
1310. UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddingsfinding
1311. proScript: Partially Ordered Scripts Generationfinding

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