COLING 2020 Accepted Papers

The full list of 650 papers accepted at COLING 2020 (International Conference on Computational Linguistics). Click any title for details, similar papers, and links to the original source. You can also search these papers by meaning, not just keywords.

1. TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair LinkingMain457 citations
2. CLUE: A Chinese Language Understanding Evaluation BenchmarkMain391 citations
3. Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning StepsMain389 citations
4. Neural Unsupervised Domain Adaptation in NLP—A SurveyMain359 citations
5. German’s Next Language ModelMain345 citations
6. IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLPMain308 citations
7. An Analysis of Simple Data Augmentation for Named Entity RecognitionMain283 citations
8. Continual Lifelong Learning in Natural Language Processing: A SurveyMain272 citations
9. Automatic Detection of Machine Generated Text: A Critical SurveyMain253 citations
10. DocBank: A Benchmark Dataset for Document Layout AnalysisMain233 citations
11. Decolonising Speech and Language TechnologyMain230 citations
12. Automatically Identifying Words That Can Serve as Labels for Few-Shot Text ClassificationMain229 citations
13. Towards Topic-Guided Conversational Recommender SystemMain218 citations
14. CoLAKE: Contextualized Language and Knowledge EmbeddingMain216 citations
15. CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From CharactersMain201 citations
16. Better Sign Language Translation with STMC-TransformerMain194 citations
17. EmpDG: Multi-resolution Interactive Empathetic Dialogue GenerationMain185 citations
18. Mixup-Transformer: Dynamic Data Augmentation for NLP TasksMain184 citations
19. TeRo: A Time-aware Knowledge Graph Embedding via Temporal RotationMain182 citations
20. Neural Automated Essay Scoring Incorporating Handcrafted FeaturesMain158 citations
21. Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A SurveyMain143 citations
22. Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language ModelsMain141 citations
23. Does Gender Matter? Towards Fairness in Dialogue SystemsMain139 citations
24. Explainable Automated Fact-Checking: A SurveyMain139 citations
25. Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine TranslationMain133 citations
26. CharBERT: Character-aware Pre-trained Language ModelMain132 citations
27. TransQuest: Translation Quality Estimation with Cross-lingual TransformersMain131 citations
28. A Taxonomy of Empathetic Response Intents in Human Social ConversationsMain130 citations
29. Learning to Few-Shot Learn Across Diverse Natural Language Classification TasksMain129 citations
30. Affective and Contextual Embedding for Sarcasm DetectionMain127 citations
31. 100,000 Podcasts: A Spoken English Document CorpusMain126 citations
32. Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment AnalysisMain122 citations
33. Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional NetworkMain121 citations
34. Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse StructureMain116 citations
35. Exploring Controllable Text Generation TechniquesMain114 citations
36. Optimizing Transformer for Low-Resource Neural Machine TranslationMain112 citations
37. SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment AnalysisMain107 citations
38. Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic FidelityMain102 citations
39. Task-Aware Representation of Sentences for Generic Text ClassificationMain102 citations
40. Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text CorpusMain101 citations
41. TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content MatchingMain101 citations
42. Joint Aspect Extraction and Sentiment Analysis with Directional Graph Convolutional NetworksMain100 citations
43. Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users based on Weakly Supervised LearningMain98 citations
44. Exploring Cross-sentence Contexts for Named Entity Recognition with BERTMain98 citations
45. HiTrans: A Transformer-Based Context- and Speaker-Sensitive Model for Emotion Detection in ConversationsMain94 citations
46. RoBERT – A Romanian BERT ModelMain94 citations
47. Situated and Interactive Multimodal ConversationsMain93 citations
48. End-to-End Emotion-Cause Pair Extraction with Graph Convolutional NetworkMain92 citations
49. Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver BulletsMain92 citations
50. Syntax-Aware Graph Attention Network for Aspect-Level Sentiment ClassificationMain92 citations
51. Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech TranslationMain90 citations
52. Enhancing Extractive Text Summarization with Topic-Aware Graph Neural NetworksMain90 citations
53. Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text ClassificationMain88 citations
54. Span-based Joint Entity and Relation Extraction with Attention-based Span-specific and Contextual Semantic RepresentationsMain88 citations
55. Summarizing Medical Conversations via Identifying Important UtterancesMain84 citations
56. Exploring Amharic Sentiment Analysis from Social Media Texts: Building Annotation Tools and Classification ModelsMain83 citations
57. Graph Enhanced Dual Attention Network for Document-Level Relation ExtractionMain83 citations
58. XHate-999: Analyzing and Detecting Abusive Language Across Domains and LanguagesMain83 citations
59. Porous Lattice Transformer Encoder for Chinese NERMain82 citations
60. KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant SupervisionMain79 citations
61. A Vietnamese Dataset for Evaluating Machine Reading ComprehensionMain76 citations
62. Enhancing Clinical BERT Embedding using a Biomedical Knowledge BaseMain76 citations
63. MEISD: A Multimodal Multi-Label Emotion, Intensity and Sentiment Dialogue Dataset for Emotion Recognition and Sentiment Analysis in ConversationsMain76 citations
64. XED: A Multilingual Dataset for Sentiment Analysis and Emotion DetectionMain76 citations
65. Document-level Relation Extraction with Dual-tier Heterogeneous GraphMain75 citations
66. LadaBERT: Lightweight Adaptation of BERT through Hybrid Model CompressionMain75 citations
67. HateGAN: Adversarial Generative-Based Data Augmentation for Hate Speech DetectionMain74 citations
68. A Unified Sequence Labeling Model for Emotion Cause Pair ExtractionMain73 citations
69. Towards Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria LearningMain72 citations
70. Linguistic Profiling of a Neural Language ModelMain70 citations
71. Specializing Unsupervised Pretraining Models for Word-Level Semantic SimilarityMain70 citations
72. Appraisal Theories for Emotion Classification in TextMain69 citations
73. Answering Legal Questions by Learning Neural Attentive Text RepresentationMain68 citations
74. Do Neural Language Models Overcome Reporting Bias?Main66 citations
75. Fine-tuning BERT for Low-Resource Natural Language Understanding via Active LearningMain66 citations
76. Debunking Rumors on Twitter with Tree TransformerMain64 citations
77. Improving Abstractive Dialogue Summarization with Graph Structures and Topic WordsMain64 citations
78. Improving Sentiment Analysis over non-English Tweets using Multilingual Transformers and Automatic Translation for Data-AugmentationMain64 citations
79. Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question AnsweringMain63 citations
80. Solving Math Word Problems with Multi-Encoders and Multi-DecodersMain63 citations
81. BioMedBERT: A Pre-trained Biomedical Language Model for QA and IRMain61 citations
82. Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification FrameworkMain61 citations
83. A Symmetric Local Search Network for Emotion-Cause Pair ExtractionMain59 citations
84. Automatic Distractor Generation for Multiple Choice Questions in Standard TestsMain59 citations
85. CxGBERT: BERT meets Construction GrammarMain59 citations
86. Don’t Patronize Me! An Annotated Dataset with Patronizing and Condescending Language towards Vulnerable CommunitiesMain59 citations
87. What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and DisambiguationMain59 citations
88. A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis SpaceMain57 citations
89. Joint Entity and Relation Extraction for Legal Documents with Legal Feature EnhancementMain57 citations
90. SWAFN: Sentimental Words Aware Fusion Network for Multimodal Sentiment AnalysisMain57 citations
91. Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple ExtractionMain56 citations
92. Rhetoric, Logic, and Dialectic: Advancing Theory-based Argument Quality Assessment in Natural Language ProcessingMain56 citations
93. Understanding Pre-trained BERT for Aspect-based Sentiment AnalysisMain56 citations
94. A Two-phase Prototypical Network Model for Incremental Few-shot Relation ClassificationMain55 citations
95. Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue SystemsMain55 citations
96. An Iterative Emotion Interaction Network for Emotion Recognition in ConversationsMain54 citations
97. Knowledge Aware Emotion Recognition in Textual Conversations via Multi-Task Incremental TransformerMain54 citations
98. Neural Machine Translation Models with Back-Translation for the Extremely Low-Resource Indigenous Language BribriMain54 citations
99. Improving Grammatical Error Correction with Data Augmentation by Editing Latent RepresentationMain53 citations
100. A Survey of Automatic Personality Detection from TextsMain52 citations
101. Flight of the PEGASUS? Comparing Transformers on Few-shot and Zero-shot Multi-document Abstractive SummarizationMain52 citations
102. GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text GenerationMain52 citations
103. Rethinking the Value of Transformer ComponentsMain52 citations
104. Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning FrameworkMain51 citations
105. An Industry Evaluation of Embedding-based Entity AlignmentIndustry49 citations
106. Intent Mining from past conversations for Conversational AgentMain49 citations
107. Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware TrainingMain49 citations
108. Meta-Information Guided Meta-Learning for Few-Shot Relation ClassificationMain49 citations
109. A High Precision Pipeline for Financial Knowledge Graph ConstructionMain48 citations
110. AutoMeTS: The Autocomplete for Medical Text SimplificationMain48 citations
111. Context-Aware Cross-Attention for Non-Autoregressive TranslationMain48 citations
112. User Memory Reasoning for Conversational RecommendationMain48 citations
113. WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive SummarizationMain47 citations
114. Event Coreference Resolution with their Paraphrases and Argument-aware EmbeddingsMain46 citations
115. Monolingual and Multilingual Reduction of Gender Bias in Contextualized RepresentationsMain46 citations
116. Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical SubstitutionMain45 citations
117. Effective Few-Shot Classification with Transfer LearningMain45 citations
118. Hierarchical Chinese Legal event extraction via Pedal Attention MechanismMain45 citations
119. Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial AttackMain44 citations
120. Evaluating Pretrained Transformer-based Models on the Task of Fine-Grained Named Entity RecognitionMain44 citations
121. Logic-guided Semantic Representation Learning for Zero-Shot Relation ClassificationMain44 citations
122. Summarize before Aggregate: A Global-to-local Heterogeneous Graph Inference Network for Conversational Emotion RecognitionMain44 citations
123. Biased TextRank: Unsupervised Graph-Based Content ExtractionMain43 citations
124. How Domain Terminology Affects Meeting Summarization PerformanceMain43 citations
125. Knowledge Graph Embedding with Atrous Convolution and Residual LearningMain43 citations
126. Suggest me a movie for tonight: Leveraging Knowledge Graphs for Conversational RecommendationMain43 citations
127. Adapting a Language Model for Controlled Affective Text GenerationMain41 citations
128. Distill and Replay for Continual Language LearningMain41 citations
129. Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog SystemsMain41 citations
130. Graph Convolution over Multiple Dependency Sub-graphs for Relation ExtractionMain41 citations
131. Multimodal Sentence Summarization via Multimodal Selective EncodingMain41 citations
132. Sentence Analogies: Linguistic Regularities in Sentence EmbeddingsMain41 citations
133. Integrating External Event Knowledge for Script LearningMain40 citations
134. LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy OptimizationMain40 citations
135. A Geometry-Inspired Attack for Generating Natural Language Adversarial ExamplesMain39 citations
136. AraBench: Benchmarking Dialectal Arabic-English Machine TranslationMain39 citations
137. Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style TransferMain39 citations
138. Informative Manual Evaluation of Machine Translation OutputMain39 citations
139. Learning to Prune Dependency Trees with Rethinking for Neural Relation ExtractionMain39 citations
140. Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic ApproachMain38 citations
141. Don’t take “nswvtnvakgxpm” for an answer –The surprising vulnerability of automatic content scoring systems to adversarial inputMain38 citations
142. Formality Style Transfer with Shared Latent SpaceMain38 citations
143. Hy-NLI: a Hybrid system for Natural Language InferenceMain38 citations
144. Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity GranularityMain38 citations
145. Syntactically Aware Cross-Domain Aspect and Opinion Terms ExtractionMain38 citations
146. A Review of Dataset and Labeling Methods for Causality ExtractionMain37 citations
147. Connecting the Dots Between Fact Verification and Fake News DetectionMain37 citations
148. Federated Learning for Spoken Language UnderstandingMain37 citations
149. Global Context-enhanced Graph Convolutional Networks for Document-level Relation ExtractionMain37 citations
150. Intrinsic Quality Assessment of ArgumentsMain37 citations
151. Learn to Combine Linguistic and Symbolic Information for Table-based Fact VerificationMain37 citations
152. R-VGAE: Relational-variational Graph Autoencoder for Unsupervised Prerequisite Chain LearningMain37 citations
153. RuSemShift: a dataset of historical lexical semantic change in RussianMain37 citations
154. An Enhanced Knowledge Injection Model for Commonsense GenerationMain36 citations
155. Exploring Question-Specific Rewards for Generating Deep QuestionsMain36 citations
156. Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge SourcesMain36 citations
157. MZET: Memory Augmented Zero-Shot Fine-grained Named Entity TypingMain36 citations
158. Reasoning Step-by-Step: Temporal Sentence Localization in Videos via Deep Rectification-Modulation NetworkMain36 citations
159. Answer-driven Deep Question Generation based on Reinforcement LearningMain35 citations
160. Aspect-based Document Similarity for Research PapersMain35 citations
161. Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text ClassificationMain35 citations
162. Heterogeneous Graph Neural Networks to Predict What Happen NextMain35 citations
163. I Know What You Asked: Graph Path Learning using AMR for Commonsense ReasoningMain35 citations
164. Multilingual Epidemiological Text Classification: A Comparative StudyMain35 citations
165. RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NERMain35 citations
166. Towards A Friendly Online Community: An Unsupervised Style Transfer Framework for Profanity RedactionMain35 citations
167. Argumentation Mining on Essays at Multi ScalesMain34 citations
168. Ask to Learn: A Study on Curiosity-driven Question GenerationMain34 citations
169. Conversational Machine Comprehension: a Literature ReviewMain34 citations
170. DaN+: Danish Nested Named Entities and Lexical NormalizationMain34 citations
171. KeyGames: A Game Theoretic Approach to Automatic Keyphrase ExtractionMain34 citations
172. Fair Evaluation in Concept Normalization: a Large-scale Comparative Analysis for BERT-based ModelsMain33 citations
173. Integrating Domain Terminology into Neural Machine TranslationMain33 citations
174. Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge BasesMain33 citations
175. Augmenting NLP models using Latent Feature InterpolationsMain32 citations
176. Constituency Lattice Encoding for Aspect Term ExtractionMain32 citations
177. Curious Case of Language Generation Evaluation Metrics: A Cautionary TaleMain32 citations
178. French Biomedical Text Simplification: When Small and Precise HelpsMain32 citations
179. Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-gramsMain32 citations
180. Ad Lingua: Text Classification Improves Symbolism Prediction in Image AdvertisementsMain31 citations
181. Automatic Interlinear Glossing for Under-Resourced Languages Leveraging TranslationsMain31 citations
182. Dynamic Curriculum Learning for Low-Resource Neural Machine TranslationMain31 citations
183. Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading ComprehensionMain31 citations
184. Multitask Learning-Based Neural Bridging Reference ResolutionMain31 citations
185. QANom: Question-Answer driven SRL for NominalizationsMain31 citations
186. Towards Knowledge-Augmented Visual Question AnsweringMain31 citations
187. Exploiting Microblog Conversation Structures to Detect RumorsMain30 citations
188. Heterogeneous Recycle Generation for Chinese Grammatical Error CorrectionMain30 citations
189. A Comprehensive Evaluation of Incremental Speech Recognition and Diarization for Conversational AIMain29 citations
190. A Corpus for Argumentative Writing Support in GermanMain29 citations
191. Data Augmentation via Subtree Swapping for Dependency Parsing of Low-Resource LanguagesMain29 citations
192. Improving Document-Level Sentiment Analysis with User and Product ContextMain29 citations
193. KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and KirundiMain29 citations
194. Lost in Back-Translation: Emotion Preservation in Neural Machine TranslationMain29 citations
195. Predicting Clickbait Strength in Online Social MediaMain29 citations
196. Scientific Keyphrase Identification and Classification by Pre-Trained Language Models Intermediate Task Transfer LearningMain29 citations
197. Text Classification by Contrastive Learning and Cross-lingual Data Augmentation for Alzheimer’s Disease DetectionMain29 citations
198. A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity AlignmentMain28 citations
199. Interactively-Propagative Attention Learning for Implicit Discourse Relation RecognitionMain28 citations
200. Interpretable Multi-headed Attention for Abstractive Summarization at Controllable LengthsMain28 citations
201. Multilingual Neural RST Discourse ParsingMain28 citations
202. Multimodal Topic-Enriched Auxiliary Learning for Depression DetectionMain28 citations
203. Picking BERT’s Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity AnalysisMain28 citations
204. SOME: Reference-less Sub-Metrics Optimized for Manual Evaluations of Grammatical Error CorrectionMain28 citations
205. Supervised Visual Attention for Multimodal Neural Machine TranslationMain28 citations
206. Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNetMain28 citations
207. Fact vs. Opinion: the Role of Argumentation Features in News ClassificationMain27 citations
208. Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating RecommendationMain27 citations
209. New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT?Main27 citations
210. Probing Multimodal Embeddings for Linguistic Properties: the Visual-Semantic CaseMain27 citations
211. An analysis of language models for metaphor recognitionMain26 citations
212. Context in Informational Bias DetectionMain26 citations
213. Investigating Catastrophic Forgetting During Continual Training for Neural Machine TranslationMain26 citations
214. Living Machines: A study of atypical animacyMain26 citations
215. Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic ConvolutionsMain26 citations
216. Multilingual Irony Detection with Dependency Syntax and Neural ModelsMain26 citations
217. Neural Approaches for Natural Language Interfaces to Databases: A SurveyMain26 citations
218. PoD: Positional Dependency-Based Word Embedding for Aspect Term ExtractionMain26 citations
219. Speaker-change Aware CRF for Dialogue Act ClassificationMain26 citations
220. Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource LanguagesMain25 citations
221. How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT’s AttentionMain25 citations
222. Improving Variational Autoencoder for Text Modelling with Timestep-Wise RegularisationMain25 citations
223. Learning with Contrastive Examples for Data-to-Text GenerationMain25 citations
224. Retrieval-Augmented Controllable Review GenerationMain25 citations
225. Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation ExtractionMain25 citations
226. Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog SystemsIndustry24 citations
227. Fact-level Extractive Summarization with Hierarchical Graph Mask on BERTMain24 citations
228. Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented AttentionMain24 citations
229. Reinforced Multi-task Approach for Multi-hop Question GenerationMain24 citations
230. At Which Level Should We Extract? An Empirical Analysis on Extractive Document SummarizationMain23 citations
231. Breeding Gender-aware Direct Speech Translation SystemsMain23 citations
232. Data Augmentation for Multiclass Utterance Classification – A Systematic StudyMain23 citations
233. Enabling Interactive Transcription in an Indigenous CommunityMain23 citations
234. Joint Event Extraction with Hierarchical Policy NetworkMain23 citations
235. MaintNet: A Collaborative Open-Source Library for Predictive Maintenance Language ResourcesSystem Demonstrations23 citations
236. Offensive Language Detection on Video Live Streaming ChatMain23 citations
237. Priorless Recurrent Networks Learn CuriouslyMain23 citations
238. An Analysis of Dataset Overlap on Winograd-Style TasksMain22 citations
239. Complaint Identification in Social Media with Transformer NetworksMain22 citations
240. Do Word Embeddings Capture Spelling Variation?Main22 citations
241. GPolS: A Contextual Graph-Based Language Model for Analyzing Parliamentary Debates and Political CohesionMain22 citations
242. Knowledge-Enhanced Natural Language Inference Based on Knowledge GraphsMain22 citations
243. Measuring Correlation-to-Causation Exaggeration in Press ReleasesMain22 citations
244. Second-Order Unsupervised Neural Dependency ParsingMain22 citations
245. ToHRE: A Top-Down Classification Strategy with Hierarchical Bag Representation for Distantly Supervised Relation ExtractionMain22 citations
246. Ve’rdd. Narrowing the Gap between Paper Dictionaries, Low-Resource NLP and Community InvolvementSystem Demonstrations22 citations
247. AbuseAnalyzer: Abuse Detection, Severity and Target Prediction for Gab PostsMain21 citations
248. Author’s Sentiment PredictionMain21 citations
249. Conception: Multilingually-Enhanced, Human-Readable Concept Vector RepresentationsMain21 citations
250. Context Dependent Semantic Parsing: A SurveyMain21 citations
251. Detect All Abuse! Toward Universal Abusive Language Detection ModelsMain21 citations
252. Exploring End-to-End Differentiable Natural Logic ModelingMain21 citations
253. Knowledge Graph Embeddings in Geometric AlgebrasMain21 citations
254. Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail UtterancesIndustry21 citations
255. Reference and Document Aware Semantic Evaluation Methods for Korean Language SummarizationMain21 citations
256. Unsupervised Fact Checking by Counter-Weighted Positive and Negative Evidential Paths in A Knowledge GraphMain21 citations
257. A Human Evaluation of AMR-to-English Generation SystemsMain20 citations
258. A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase GenerationMain20 citations
259. Attention Transfer Network for Aspect-level Sentiment ClassificationMain20 citations
260. Bridging Resolution: A Survey of the State of the ArtMain20 citations
261. Cross-lingual Machine Reading Comprehension with Language Branch Knowledge DistillationMain20 citations
262. Emergent Communication Pretraining for Few-Shot Machine TranslationMain20 citations
263. How coherent are neural models of coherence?Main20 citations
264. Intermediate Self-supervised Learning for Machine Translation Quality EstimationMain20 citations
265. Named Entity Recognition for Chinese biomedical patentsMain20 citations
266. Probing Multilingual BERT for Genetic and Typological SignalsMain20 citations
267. Sentence Matching with Syntax- and Semantics-Aware BERTMain20 citations
268. Syllable-based Neural Thai Word SegmentationMain20 citations
269. A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement LearningMain19 citations
270. A Sentence Cloze Dataset for Chinese Machine Reading ComprehensionMain19 citations
271. Attention Word EmbeddingMain19 citations
272. BERT-based Cohesion Analysis of Japanese TextsMain19 citations
273. Classifier Probes May Just Learn from Linear Context FeaturesMain19 citations
274. Creation of Corpus and analysis in Code-Mixed Kannada-English Twitter data for Emotion PredictionMain19 citations
275. DART: A Lightweight Quality-Suggestive Data-to-Text Annotation ToolSystem Demonstrations19 citations
276. Diverse Keyphrase Generation with Neural Unlikelihood TrainingMain19 citations
277. Exploring the Value of Personalized Word EmbeddingsMain19 citations
278. Few-shot Pseudo-Labeling for Intent DetectionMain19 citations
279. How Relevant Are Selectional Preferences for Transformer-based Language Models?Main19 citations
280. Identifying Annotator Bias: A new IRT-based method for bias identificationMain19 citations
281. News Editorials: Towards Summarizing Long Argumentative TextsMain19 citations
282. Towards Privacy by Design in Learner Corpora Research: A Case of On-the-fly Pseudonymization of Swedish Learner EssaysMain19 citations
283. Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity AnalysisMain19 citations
284. A Linguistic Perspective on Reference: Choosing a Feature Set for Generating Referring Expressions in ContextMain18 citations
285. Autoencoding Improves Pre-trained Word EmbeddingsMain18 citations
286. Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You NeedMain18 citations
287. Evaluating Unsupervised Representation Learning for Detecting Stances of Fake NewsMain18 citations
288. Expert Concept-Modeling Ground Truth Construction for Word Embeddings Evaluation in Concept-Focused DomainsMain18 citations
289. HOLMS: Alternative Summary Evaluation with Large Language ModelsMain18 citations
290. METNet: A Mutual Enhanced Transformation Network for Aspect-based Sentiment AnalysisMain18 citations
291. Metrics also Disagree in the Low Scoring Range: Revisiting Summarization Evaluation MetricsMain18 citations
292. Revitalization of Indigenous Languages through Pre-processing and Neural Machine Translation: The case of InuktitutMain18 citations
293. SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research PapersMain18 citations
294. The Indigenous Languages Technology project at NRC Canada: An empowerment-oriented approach to developing language softwareMain18 citations
295. VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal TasksMain18 citations
296. Verbal Multiword Expression Identification: Do We Need a Sledgehammer to Crack a Nut?Main18 citations
297. A Unifying Theory of Transition-based and Sequence Labeling ParsingMain17 citations
298. Arabizi Language Models for Sentiment AnalysisMain17 citations
299. Auto-Encoding Variational Bayes for Inferring Topics and VisualizationMain17 citations
300. Bracketing Encodings for 2-Planar Dependency ParsingMain17 citations
301. Building Large-Scale English and Korean Datasets for Aspect-Level Sentiment Analysis in Automotive DomainMain17 citations
302. Improving Low-Resource NMT through Relevance Based Linguistic Features IncorporationMain17 citations
303. Interactive Key-Value Memory-augmented Attention for Image Paragraph CaptioningMain17 citations
304. Mining Crowdsourcing Problems from Discussion Forums of WorkersMain17 citations
305. Taking the Correction Difficulty into Account in Grammatical Error Correction EvaluationMain17 citations
306. Towards automatically generating Questions under Discussion to link information and discourse structureMain17 citations
307. A Deep Generative Approach to Native Language IdentificationMain16 citations
308. Adversarial Learning on the Latent Space for Diverse Dialog GenerationMain16 citations
309. Are We Ready for this Disaster? Towards Location Mention Recognition from Crisis TweetsMain16 citations
310. Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less DataIndustry16 citations
311. ContraCAT: Contrastive Coreference Analytical Templates for Machine TranslationMain16 citations
312. Controllable Abstractive Sentence Summarization with Guiding EntitiesMain16 citations
313. Facts2Story: Controlling Text Generation by Key FactsMain16 citations
314. Filtering Back-Translated Data in Unsupervised Neural Machine TranslationMain16 citations
315. Free the Plural: Unrestricted Split-Antecedent Anaphora ResolutionMain16 citations
316. From Sentiment Annotations to Sentiment Prediction through Discourse AugmentationMain16 citations
317. Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification MethodsMain16 citations
318. On the Practical Ability of Recurrent Neural Networks to Recognize Hierarchical LanguagesMain16 citations
319. Studying Taxonomy Enrichment on Diachronic WordNet VersionsMain16 citations
320. Style versus Content: A distinction without a (learnable) difference?Main16 citations
321. Towards building a Robust Industry-scale Question Answering SystemIndustry16 citations
322. Unsupervised Fine-tuning for Text ClusteringMain16 citations
323. A Graph Representation of Semi-structured Data for Web Question AnsweringMain15 citations
324. A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific DocumentsMain15 citations
325. Autoregressive Reasoning over Chains of Facts with TransformersMain15 citations
326. BullStop: A Mobile App for Cyberbullying PreventionSystem Demonstrations15 citations
327. CoNAN: A Complementary Neighboring-based Attention Network for Referring Expression GenerationMain15 citations
328. Contextual Argument Component Classification for Class DiscussionsMain15 citations
329. Cross-lingual Annotation Projection in Legal TextsMain15 citations
330. Cross-lingual Transfer Learning for Grammatical Error CorrectionMain15 citations
331. Embedding Dynamic Attributed Networks by Modeling the Evolution ProcessesMain15 citations
332. Generating Diverse Corrections with Local Beam Search for Grammatical Error CorrectionMain15 citations
333. Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent CommunicationMain15 citations
334. Language Model Transformers as Evaluators for Open-domain DialoguesMain15 citations
335. On the Helpfulness of Document Context to Sentence SimplificationMain15 citations
336. Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task LearningMain15 citations
337. Referring to what you know and do not know: Making Referring Expression Generation Models Generalize To Unseen EntitiesMain15 citations
338. Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word RepresentationsMain15 citations
339. Target Word Masking for Location Metonymy ResolutionMain15 citations
340. Token Drop mechanism for Neural Machine TranslationMain15 citations
341. A Survey of Unsupervised Dependency ParsingMain14 citations
342. Bilingual Subword Segmentation for Neural Machine TranslationMain14 citations
343. Domain Transfer based Data Augmentation for Neural Query TranslationMain14 citations
344. Dual Supervision Framework for Relation Extraction with Distant Supervision and Human AnnotationMain14 citations
345. Humans Meet Models on Object Naming: A New Dataset and AnalysisMain14 citations
346. Improving Human-Labeled Data through Dynamic Automatic Conflict ResolutionMain14 citations
347. IntKB: A Verifiable Interactive Framework for Knowledge Base CompletionMain14 citations
348. RatE: Relation-Adaptive Translating Embedding for Knowledge Graph CompletionMain14 citations
349. Regularized Graph Convolutional Networks for Short Text ClassificationIndustry14 citations
350. Understanding Translationese in Multi-view Embedding SpacesMain14 citations
351. A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary InductionMain13 citations
352. Autoregressive Affective Language Forecasting: A Self-Supervised TaskMain13 citations
353. Combining Cognitive Modeling and Reinforcement Learning for Clarification in DialogueMain13 citations
354. Deep Learning Framework for Measuring the Digital Strategy of Companies from Earnings CallsMain13 citations
355. Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical NetworkMain13 citations
356. Hierarchical Trivia Fact Extraction from Wikipedia ArticlesMain13 citations
357. Knowledge Base Embedding By Cooperative Knowledge DistillationMain13 citations
358. Language-Driven Region Pointer Advancement for Controllable Image CaptioningMain13 citations
359. Modelling Long-distance Node Relations for KBQA with Global Dynamic GraphMain13 citations
360. NYTWIT: A Dataset of Novel Words in the New York TimesMain13 citations
361. Online Versus Offline NMT Quality: An In-depth Analysis on English-German and German-EnglishMain13 citations
362. Personalized Multimodal Feedback Generation in EducationMain13 citations
363. Predicting Personal Opinion on Future Events with FingerprintsMain13 citations
364. Semi-supervised URL Segmentation with Recurrent Neural Networks Pre-trained on Knowledge Graph EntitiesMain13 citations
365. Sentiment Forecasting in DialogMain13 citations
366. Synonym Knowledge Enhanced Reader for Chinese Idiom Reading ComprehensionMain13 citations
367. TIMBERT: Toponym Identifier For The Medical Domain Based on BERTMain13 citations
368. Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale PretrainingMain13 citations
369. Unsupervised Deep Language and Dialect Identification for Short TextsMain13 citations
370. Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment AnalysisMain13 citations
371. Words are the Window to the Soul: Language-based User Representations for Fake News DetectionMain13 citations
372. A Neural Local Coherence Analysis Model for Clarity Text ScoringMain12 citations
373. A Straightforward Approach to Narratologically Grounded Character IdentificationMain12 citations
374. Aspectuality Across Genre: A Distributional Semantics ApproachMain12 citations
375. Bi-directional CognitiveThinking Network for Machine Reading ComprehensionMain12 citations
376. Biomedical Concept Relatedness – A large EHR-based benchmarkMain12 citations
377. Combining Event Semantics and Degree Semantics for Natural Language InferenceMain12 citations
378. Dual Attention Model for Citation RecommendationMain12 citations
379. Exploring the zero-shot limit of FewRelMain12 citations
380. How Positive Are You: Text Style Transfer using Adaptive Style EmbeddingMain12 citations
381. Improving Relation Extraction with Relational Paraphrase SentencesMain12 citations
382. Is Killed More Significant than Fled? A Contextual Model for Salient Event DetectionMain12 citations
383. Morphological disambiguation from stemming dataMain12 citations
384. On the Faithfulness for E-commerce Product SummarizationMain12 citations
385. Read and Reason with MuSeRC and RuCoS: Datasets for Machine Reading Comprehension for RussianMain12 citations
386. SpanAlign: Sentence Alignment Method based on Cross-Language Span Prediction and ILPMain12 citations
387. Two-level classification for dialogue act recognition in task-oriented dialoguesMain12 citations
388. WikiUMLS: Aligning UMLS to Wikipedia via Cross-lingual Neural RankingMain12 citations
389. A BERT-based Dual Embedding Model for Chinese Idiom PredictionMain11 citations
390. A Dataset and Evaluation Framework for Complex Geographical Description ParsingMain11 citations
391. A Neural Model for Aggregating Coreference Annotation in CrowdsourcingMain11 citations
392. A Retrofitting Model for Incorporating Semantic Relations into Word EmbeddingsMain11 citations
393. Analogy Models for Neural Word InflectionMain11 citations
394. CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question AnsweringMain11 citations
395. Don’t Invite BERT to Drink a Bottle: Modeling the Interpretation of Metonymies Using BERT and Distributional RepresentationsMain11 citations
396. Extreme Model Compression for On-device Natural Language UnderstandingIndustry11 citations
397. Graph-Based Knowledge Integration for Question Answering over DialogueMain11 citations
398. Hierarchical Text Segmentation for Medieval ManuscriptsMain11 citations
399. Human or Neural Translation?Main11 citations
400. Incorporating Noisy Length Constraints into Transformer with Length-aware Positional EncodingsMain11 citations
401. Leveraging WordNet Paths for Neural Hypernym PredictionMain11 citations
402. Modeling Evolution of Message Interaction for Rumor ResolutionMain11 citations
403. Multi-Word Lexical SimplificationMain11 citations
404. Pointing to Select: A Fast Pointer-LSTM for Long Text ClassificationMain11 citations
405. Semi-supervised Multi-task Learning for Multi-label Fine-grained Sexism ClassificationMain11 citations
406. The SADID Evaluation Datasets for Low-Resource Spoken Language Machine Translation of Arabic DialectsMain11 citations
407. Towards the First Machine Translation System for Sumerian TransliterationsMain11 citations
408. Using Eye-tracking Data to Predict the Readability of Brazilian Portuguese Sentences in Single-task, Multi-task and Sequential Transfer Learning ApproachesMain11 citations
409. Using a Penalty-based Loss Re-estimation Method to Improve Implicit Discourse Relation ClassificationMain11 citations
410. Word-Level Uncertainty Estimation for Black-Box Text Classifiers using RNNsMain11 citations
411. Would you describe a leopard as yellow? Evaluating crowd-annotations with justified and informative disagreementMain11 citations
412. AprilE: Attention with Pseudo Residual Connection for Knowledge Graph EmbeddingMain10 citations
413. Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language ProcessingMain10 citations
414. Balanced Joint Adversarial Training for Robust Intent Detection and Slot FillingMain10 citations
415. CosMo: Conditional Seq2Seq-based Mixture Model for Zero-Shot Commonsense Question AnsweringMain10 citations
416. Discussion Tracker: Supporting Teacher Learning about Students’ Collaborative Argumentation in High School ClassroomsSystem Demonstrations10 citations
417. Domain-Specific Sentiment Lexicons Induced from Labeled DocumentsMain10 citations
418. Dual Attention Network for Cross-lingual Entity AlignmentMain10 citations
419. Exploiting a lexical resource for discourse connective disambiguation in GermanMain10 citations
420. Image Caption Generation for News ArticlesMain10 citations
421. Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing GamesMain10 citations
422. Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted AttentionMain10 citations
423. Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection ModelsMain10 citations
424. Intra-Correlation Encoding for Chinese Sentence Intention MatchingMain10 citations
425. Model-agnostic Methods for Text Classification with Inherent NoiseIndustry10 citations
426. Neural Networks approaches focused on French Spoken Language Understanding: application to the MEDIA Evaluation TaskMain10 citations
427. Noise Isn’t Always Negative: Countering Exposure Bias in Sequence-to-Sequence Inflection ModelsMain10 citations
428. PEDNet: A Persona Enhanced Dual Alternating Learning Network for Conversational Response GenerationMain10 citations
429. Pre-trained Language Model Based Active Learning for Sentence MatchingMain10 citations
430. Statistical Parsing of Tree Wrapping GrammarsMain10 citations
431. Syntactic Graph Convolutional Network for Spoken Language UnderstandingMain10 citations
432. TWEETSUM: Event oriented Social Summarization DatasetMain10 citations
433. The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular TasksMain10 citations
434. What Can We Learn from Noun Substitutions in Revision Histories?Main10 citations
435. Wiktionary Normalization of Translations and Morphological InformationMain10 citations
436. A Document-Level Neural Machine Translation Model with Dynamic Caching Guided by Theme-Rheme InformationMain9 citations
437. A Mixture-of-Experts Model for Learning Multi-Facet Entity EmbeddingsMain9 citations
438. An Empirical Study of Contextual Data Augmentation for Japanese Zero Anaphora ResolutionMain9 citations
439. An Empirical Study of the Downstream Reliability of Pre-Trained Word EmbeddingsMain9 citations
440. Automated Prediction of Examinee Proficiency from Short-Answer QuestionsMain9 citations
441. Catching Attention with Automatic Pull Quote SelectionMain9 citations
442. Collective Wisdom: Improving Low-resource Neural Machine Translation using Adaptive Knowledge DistillationMain9 citations
443. Cross-Lingual Document Retrieval with Smooth LearningMain9 citations
444. Detecting Non-literal Translations by Fine-tuning Cross-lingual Pre-trained Language ModelsMain9 citations
445. Emotion Classification by Jointly Learning to Lexiconize and ClassifyMain9 citations
446. Generalized Shortest-Paths Encoders for AMR-to-Text GenerationMain9 citations
447. Handling Anomalies of Synthetic Questions in Unsupervised Question AnsweringMain9 citations
448. Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource LanguagesMain9 citations
449. How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural TextMain9 citations
450. Learning Efficient Task-Specific Meta-Embeddings with Word PrismsMain9 citations
451. Modeling Event Salience in Narratives via Barthes’ Cardinal FunctionsMain9 citations
452. Multimodal Review Generation with Privacy and Fairness AwarenessMain9 citations
453. NUT-RC: Noisy User-generated Text-oriented Reading ComprehensionMain9 citations
454. Pick a Fight or Bite your Tongue: Investigation of Gender Differences in Idiomatic Language UsageMain9 citations
455. Regularized Attentive Capsule Network for Overlapped Relation ExtractionMain9 citations
456. SumTitles: a Summarization Dataset with Low ExtractivenessMain9 citations
457. The Two Shades of Dubbing in Neural Machine TranslationMain9 citations
458. Transformation of Dense and Sparse Text RepresentationsMain9 citations
459. Understanding Pure Character-Based Neural Machine Translation: The Case of Translating Finnish into EnglishMain9 citations
460. A Study on Efficiency, Accuracy and Document Structure for Answer Sentence SelectionMain8 citations
461. Bayes-enhanced Lifelong Attention Networks for Sentiment ClassificationMain8 citations
462. Chinese Paragraph-level Discourse Parsing with Global Backward and Local Reverse ReadingMain8 citations
463. Coreference information guides human expectations during natural readingMain8 citations
464. Cross-Lingual Emotion Lexicon Induction using Representation Alignment in Low-Resource SettingsMain8 citations
465. Fine-grained Information Status Classification Using Discourse Context-Aware BERTMain8 citations
466. Grammatical error detection in transcriptions of spoken EnglishMain8 citations
467. Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted LearningMain8 citations
468. Integrating User History into Heterogeneous Graph for Dialogue Act RecognitionMain8 citations
469. Interactive Question Clarification in Dialogue via Reinforcement LearningIndustry8 citations
470. Interactive Word Completion for Morphologically Complex LanguagesMain8 citations
471. Mama/Papa, Is this Text for Me?Main8 citations
472. Medical Knowledge-enriched Textual Entailment FrameworkMain8 citations
473. Multi-level Alignment Pretraining for Multi-lingual Semantic ParsingMain8 citations
474. Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical AttentionIndustry8 citations
475. Multitask Easy-First Dependency Parsing: Exploiting Complementarities of Different Dependency RepresentationsMain8 citations
476. Semantic Role Labeling with Heterogeneous Syntactic KnowledgeMain8 citations
477. Sentiment Analysis for Emotional Speech Synthesis in a News Dialogue SystemMain8 citations
478. Train Once, and Decode As You LikeMain8 citations
479. Understanding the effects of word-level linguistic annotations in under-resourced neural machine translationMain8 citations
480. comp-syn: Perceptually Grounded Word Embeddings with ColorMain8 citations
481. “What is on your mind?” Automated Scoring of Mindreading in Childhood and Early AdolescenceMain8 citations
482. A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL ParsingMain7 citations
483. A hierarchical approach to vision-based language generation: from simple sentences to complex natural languageMain7 citations
484. Building Hierarchically Disentangled Language Models for Text Generation with Named EntitiesMain7 citations
485. Comparative Probing of Lexical Semantics Theories for Cognitive Plausibility and Technological UsefulnessMain7 citations
486. Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence ModelsMain7 citations
487. Diverse dialogue generation with context dependent dynamic loss functionMain7 citations
488. Does Chinese BERT Encode Word Structure?Main7 citations
489. Embedding Semantic TaxonomiesMain7 citations
490. Explain by Evidence: An Explainable Memory-based Neural Network for Question AnsweringMain7 citations
491. ForceReader: a BERT-based Interactive Machine Reading Comprehension Model with Attention SeparationMain7 citations
492. Generating Equation by Utilizing Operators : GEO modelMain7 citations
493. Generating Instructions at Different Levels of AbstractionMain7 citations
494. Geo-Aware Image Caption GenerationMain7 citations
495. Improving Word Embeddings through Iterative Refinement of Word- and Character-level ModelsMain7 citations
496. Incremental Neural Lexical Coherence ModelingMain7 citations
497. Infusing Sequential Information into Conditional Masked Translation Model with Self-Review MechanismMain7 citations
498. Learning Health-Bots from Training Data that was Automatically Created using Paraphrase Detection and Expert KnowledgeMain7 citations
499. Mark-Evaluate: Assessing Language Generation using Population Estimation MethodsMain7 citations
500. MedWriter: Knowledge-Aware Medical Text GenerationMain7 citations
501. Neural Transduction for Multilingual Lexical TranslationMain7 citations
502. Reasoning Requirements for Indirect Speech Act InterpretationMain7 citations
503. SLICE: Supersense-based Lightweight Interpretable Contextual EmbeddingsMain7 citations
504. Story Generation with Rich DetailsMain7 citations
505. The Transference Architecture for Automatic Post-EditingMain7 citations
506. Topic-driven Ensemble for Online Advertising GenerationMain7 citations
507. Topic-relevant Response Generation using Optimal Transport for an Open-domain Dialog SystemMain7 citations
508. XplaiNLI: Explainable Natural Language Inference through Visual AnalyticsSystem Demonstrations7 citations
509. hinglishNorm - A Corpus of Hindi-English Code Mixed Sentences for Text NormalizationIndustry7 citations
510. A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American EnglishMain6 citations
511. A Multitask Active Learning Framework for Natural Language UnderstandingMain6 citations
512. Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary InductionMain6 citations
513. Computational Modeling of Affixoid Behavior in Chinese MorphologyMain6 citations
514. Distinguishing Between Foreground and Background Events in NewsMain6 citations
515. Diverse and Non-redundant Answer Set Extraction on Community QA based on DPPsMain6 citations
516. End to End Chinese Lexical Fusion Recognition with Sememe KnowledgeMain6 citations
517. Joint Persian Word Segmentation Correction and Zero-Width Non-Joiner Recognition Using BERTMain6 citations
518. Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology AnalysisMain6 citations
519. Multi-choice Relational Reasoning for Machine Reading ComprehensionMain6 citations
520. RANCC: Rationalizing Neural Networks via Concept ClusteringMain6 citations
521. Regrexit or not Regrexit: Aspect-based Sentiment Analysis in Polarized ContextsMain6 citations
522. Robust Machine Reading Comprehension by Learning Soft labelsMain6 citations
523. Robust Unsupervised Neural Machine Translation with Adversarial Denoising TrainingMain6 citations
524. Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence ModelingMain6 citations
525. Visual-Textual Alignment for Graph Inference in Visual DialogMain6 citations
526. A Large-Scale Corpus of E-mail Conversations with Standard and Two-Level Dialogue Act AnnotationsMain5 citations
527. An Online Readability Leveled Arabic ThesaurusSystem Demonstrations5 citations
528. Building The First English-Brazilian Portuguese Corpus for Automatic Post-EditingMain5 citations
529. Detecting de minimis Code-Switching in Historical German BooksMain5 citations
530. Dynamic Topic Tracker for KB-to-Text GenerationMain5 citations
531. Effective Use of Target-side Context for Neural Machine TranslationMain5 citations
532. Exploring the Language of DataMain5 citations
533. Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading ComprehensionMain5 citations
534. Learning from Non-Binary Constituency Trees via Tensor DecompositionMain5 citations
535. Leveraging Discourse Rewards for Document-Level Neural Machine TranslationMain5 citations
536. Leveraging HTML in Free Text Web Named Entity RecognitionMain5 citations
537. ManyEnt: A Dataset for Few-shot Entity TypingMain5 citations
538. Neural text normalization leveraging similarities of strings and soundsMain5 citations
539. PheMT: A Phenomenon-wise Dataset for Machine Translation Robustness on User-Generated ContentsMain5 citations
540. Query Distillation: BERT-based Distillation for Ensemble RankingIndustry5 citations
541. The ApposCorpus: a new multilingual, multi-domain dataset for factual appositive generationMain5 citations
542. To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding?Main5 citations
543. Unifying Input and Output Smoothing in Neural Machine TranslationMain5 citations
544. “Judge me by my size (noun), do you?” YodaLib: A Demographic-Aware Humor Generation FrameworkMain5 citations
545. A Two-Level Interpretation of Modality in Human-Robot DialogueMain4 citations
546. An Empirical Study on Multi-Task Learning for Text Style Transfer and Paraphrase GenerationIndustry4 citations
547. An Unsupervised Method for Learning Representations of Multi-word Expressions for Semantic ClassificationMain4 citations
548. Attentively Embracing Noise for Robust Latent Representation in BERTMain4 citations
549. Automatic Assistance for Academic Word UsageMain4 citations
550. CEREC: A Corpus for Entity Resolution in Email ConversationsMain4 citations
551. CogniVal in Action: An Interface for Customizable Cognitive Word Embedding EvaluationSystem Demonstrations4 citations
552. Contextualized Embeddings for Enriching Linguistic Analyses on PolitenessMain4 citations
553. Coordination Boundary Identification without Labeled Data for Compound Terms DisambiguationMain4 citations
554. Deep Inside-outside Recursive Autoencoder with All-span ObjectiveMain4 citations
555. Embedding Meta-Textual Information for Improved Learning to RankMain4 citations
556. Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent ModelsIndustry4 citations
557. Exploiting Narrative Context and A Priori Knowledge of Categories in Textual Emotion ClassificationMain4 citations
558. Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial RegularizationMain4 citations
559. FASTMATCH: Accelerating the Inference of BERT-based Text MatchingMain4 citations
560. Invertible Tree Embeddings using a Cryptographic Role Embedding SchemeMain4 citations
561. Joint Transformer/RNN Architecture for Gesture Typing in Indic LanguagesMain4 citations
562. Lin: Unsupervised Extraction of Tasks from Textual CommunicationMain4 citations
563. Making the Best Use of Review Summary for Sentiment AnalysisMain4 citations
564. Modality Enriched Neural Network for Metaphor DetectionMain4 citations
565. Multi-grained Chinese Word Segmentation with Weakly Labeled DataMain4 citations
566. Native-like Expression Identification by Contrasting Native and Proficient Second Language SpeakersMain4 citations
567. Out-of-Task Training for Dialog State Tracking ModelsMain4 citations
568. Parsers Know Best: German PP Attachment RevisitedMain4 citations
569. ScopeIt: Scoping Task Relevant Sentences in DocumentsIndustry4 citations
570. Semantic Diversity for Natural Language Understanding Evaluation in Dialog SystemsIndustry4 citations
571. Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency ParsersMain4 citations
572. Word Embedding Binarization with Semantic Information PreservationMain4 citations
573. A Co-Attentive Cross-Lingual Neural Model for Dialogue Breakdown DetectionMain3 citations
574. A Multilingual Reading Comprehension System for more than 100 LanguagesSystem Demonstrations3 citations
575. Bridge the Gap: High-level Semantic Planning for Image CaptioningMain3 citations
576. Data Selection for Bilingual Lexicon Induction from Specialized Comparable CorporaMain3 citations
577. Definition Frames: Using Definitions for Hybrid Concept RepresentationsMain3 citations
578. Enhancing Neural Models with Vulnerability via Adversarial AttackMain3 citations
579. Event-Guided Denoising for Multilingual Relation LearningMain3 citations
580. Homonym normalisation by word sense clustering: a case in JapaneseMain3 citations
581. Layer-Wise Multi-View Learning for Neural Machine TranslationMain3 citations
582. Modeling language evolution and feature dynamics in a realistic geographic environmentMain3 citations
583. Predicting Stance Change Using Modular ArchitecturesMain3 citations
584. SQL Generation via Machine Reading ComprehensionMain3 citations
585. Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency ParsersIndustry3 citations
586. Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional LevelsMain3 citations
587. Semantic search with domain-specific word-embedding and production monitoring in FintechSystem Demonstrations3 citations
588. TrainX – Named Entity Linking with Active Sampling and Bi-EncodersSystem Demonstrations3 citations
589. Using Bilingual Patents for Translation TrainingMain3 citations
590. Utilizing Subword Entities in Character-Level Sequence-to-Sequence Lemmatization ModelsMain3 citations
591. Variation in Coreference Strategies across Genres and Production MediaMain3 citations
592. When and Who? Conversation Transition Based on Bot-Agent Symbiosis Learning NetworkMain3 citations
593. A Representation Learning Approach to Animal Biodiversity ConservationMain2 citations
594. An Anchor-Based Automatic Evaluation Metric for Document SummarizationMain2 citations
595. Analysing cross-lingual transfer in lemmatisation for Indian languagesMain2 citations
596. Arabic Curriculum AnalysisSystem Demonstrations2 citations
597. Assessing Social License to Operate from the Public Discourse on Social MediaIndustry2 citations
598. Context-Aware Text Normalisation for Historical DialectsMain2 citations
599. Corpus-based Identification of Verbs Participating in Verb Alternations Using Classification and Manual AnnotationMain2 citations
600. Delexicalized Paraphrase GenerationIndustry2 citations
601. Demo Application for the AutoGOAL FrameworkSystem Demonstrations2 citations
602. Extracting Adherence Information from Electronic Health RecordsMain2 citations
603. Learning Domain Terms - Empirical Methods to Enhance Enterprise Text Analytics PerformanceIndustry2 citations
604. Lexical Relation Mining in Neural Word EmbeddingsMain2 citations
605. Manifold Learning-based Word Representation Refinement Incorporating Global and Local InformationMain2 citations
606. Meet Changes with Constancy: Learning Invariance in Multi-Source TranslationMain2 citations
607. Morphologically Aware Word-Level TranslationMain2 citations
608. Neural Language Modeling for Named Entity RecognitionMain2 citations
609. Normalizing Compositional Structures Across GraphbanksMain2 citations
610. PG-GSQL: Pointer-Generator Network with Guide Decoding for Cross-Domain Context-Dependent Text-to-SQL GenerationMain2 citations
611. Pointing to Subwords for Generating Function Names in Source CodeMain2 citations
612. Real-Valued Logics for Typological Universals: Framework and ApplicationMain2 citations
613. Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic ProgrammingMain2 citations
614. Semi-Supervised Dependency Parsing with Arc-Factored Variational AutoencodingMain2 citations
615. Tiny Word Embeddings Using Globally Informed ReconstructionMain2 citations
616. Understanding Unnatural Questions Improves Reasoning over TextMain2 citations
617. Variational Autoencoder with Embedded Student-t Mixture Model for Authorship AttributionMain2 citations
618. Vec2Sent: Probing Sentence Embeddings with Natural Language GenerationMain2 citations
619. A Deep Metric Learning Method for Biomedical Passage RetrievalMain1 citations
620. An empirical analysis of existing systems and datasets toward general simple question answeringMain1 citations
621. Annobot: Platform for Annotating and Creating Datasets through Conversation with a ChatbotSystem Demonstrations1 citations
622. Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical SemanticsMain1 citations
623. Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural NetworksMain1 citations
624. Explainable and Sparse Representations of Academic Articles for Knowledge ExplorationMain1 citations
625. Fast Word Predictor for On-Device ApplicationSystem Demonstrations1 citations
626. Identifying Motion Entities in Natural Language and A Case Study for Named Entity RecognitionMain1 citations
627. Incorporating Inner-word and Out-word Features for Mongolian Morphological SegmentationMain1 citations
628. Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response SelectionMain1 citations
629. Label Correction Model for Aspect-based Sentiment AnalysisMain1 citations
630. Learning distributed sentence vectors with bi-directional 3D convolutionsMain1 citations
631. One Comment from One Perspective: An Effective Strategy for Enhancing Automatic Music CommentMain1 citations
632. Scale down Transformer by Grouping Features for a Lightweight Character-level Language ModelMain1 citations
633. Schema Aware Semantic Reasoning for Interpreting Natural Language Queries in Enterprise SettingsMain1 citations
634. Tree Representations in Transition System for RST ParsingMain1 citations
635. A Locally Linear Procedure for Word TranslationMain
636. Automated Graph Generation at Sentence Level for Reading Comprehension Based on Conceptual GraphsMain
637. DT-QDC: A Dataset for Question Comprehension in Online TestMain
638. DoLFIn: Distributions over Latent Features for InterpretabilityMain
639. Epistolary Education in 21st Century: A System to Support Composition of E-mails by Students to Superiors in JapaneseSystem Demonstrations
640. Improving Spoken Language Understanding by Wisdom of CrowdsMain
641. Learning Semantic Correspondences from Noisy Data-text Pairs by Local-to-Global AlignmentsMain
642. Misspelling Detection from Noisy Product ImagesIndustry
643. Rethinking Skip Connection with Layer NormalizationMain
644. Semi-supervised Autoencoding Projective Dependency ParsingMain
645. Similarity or deeper understanding? Analyzing the TED-Q dataset of evoked questionsMain
646. Specializing Word Vectors by Spectral Decomposition on Heterogeneously Twisted GraphsMain
647. Temporal Relations Annotation and Extrapolation Based on Semi-intervals and Boundig RelationsMain
648. Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural NetworksIndustry
649. What Meaning-Form Correlation Has to Compose With: A Study of MFC on Artificial and Natural LanguageMain
650. When Beards Start Shaving Men: A Subject-object Resolution Test Suite for Morpho-syntactic and Semantic Model IntrospectionMain

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