| Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation Recognition | Jun 1, 2021 | RelationSentence | —Unverified | 0 |
| Context-Interactive Pre-Training for Document Machine Translation | Jun 1, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Hie-BART: Document Summarization with Hierarchical BART | Jun 1, 2021 | Document SummarizationMachine Translation | —Unverified | 0 |
| Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures | Jun 1, 2021 | Event Causality IdentificationSentence | —Unverified | 0 |
| Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization | Jun 1, 2021 | Multiple-choiceNatural Language Inference | —Unverified | 0 |
| Shuffled-token Detection for Refining Pre-trained RoBERTa | Jun 1, 2021 | Sentence | —Unverified | 0 |
| Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index | Jun 1, 2021 | Document ClassificationNatural Language Inference | —Unverified | 0 |
| FlowPrior: Learning Expressive Priors for Latent Variable Sentence Models | Jun 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On Attention Redundancy: A Comprehensive Study | Jun 1, 2021 | Model CompressionSentence | —Unverified | 0 |
| On Finding the K-best Non-projective Dependency Trees | Jun 1, 2021 | Dependency ParsingSentence | CodeCode Available | 1 |
| An In-depth Study on Internal Structure of Chinese Words | Jun 1, 2021 | Sentence | CodeCode Available | 1 |
| Discontinuous Named Entity Recognition as Maximal Clique Discovery | Jun 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Improving Automatic Hate Speech Detection with Multiword Expression Features | Jun 1, 2021 | Hate Speech DetectionSentence | —Unverified | 0 |
| Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features | Jun 1, 2021 | Cross-Modal RetrievalImage Retrieval | —Unverified | 0 |
| KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction | Jun 1, 2021 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World | Jun 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models | May 31, 2021 | SentenceSpelling Correction | CodeCode Available | 1 |
| GWLAN: General Word-Level AutocompletioN for Computer-Aided Translation | May 31, 2021 | SentenceTranslation | —Unverified | 0 |
| G-Transformer for Document-level Machine Translation | May 31, 2021 | Document Level Machine TranslationInductive Bias | CodeCode Available | 1 |
| A Semantic-based Method for Unsupervised Commonsense Question Answering | May 31, 2021 | Question AnsweringSemantic Similarity | CodeCode Available | 1 |
| On Compositional Generalization of Neural Machine Translation | May 31, 2021 | Domain GeneralizationMachine Translation | CodeCode Available | 1 |
| Verdi: Quality Estimation and Error Detection for Bilingual Corpora | May 31, 2021 | Language ModellingMachine Translation | CodeCode Available | 0 |
| Fast Nearest Neighbor Machine Translation | May 30, 2021 | Machine TranslationNMT | CodeCode Available | 1 |
| HIT: A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation | May 30, 2021 | Deep AttentionRepresentation Learning | CodeCode Available | 0 |
| Exploiting Position Bias for Robust Aspect Sentiment Classification | May 29, 2021 | ClassificationPosition | CodeCode Available | 1 |
| Multi-Label Few-Shot Learning for Aspect Category Detection | May 29, 2021 | Aspect Category DetectionFew-Shot Learning | —Unverified | 0 |
| Grammar Accuracy Evaluation (GAE): Quantifiable Quantitative Evaluation of Machine Translation Models | May 29, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Constructing Flow Graphs from Procedural Cybersecurity Texts | May 29, 2021 | SentenceSentence Embeddings | CodeCode Available | 0 |
| UCPhrase: Unsupervised Context-aware Quality Phrase Tagging | May 28, 2021 | Keyphrase ExtractionLanguage Modelling | CodeCode Available | 1 |
| Phoneme-Based Ratio Mask Estimation for Reverberant Speech Enhancement in Cochlear Implant Processors | May 28, 2021 | SentenceSpeech Enhancement | —Unverified | 0 |
| Assessing the intelligibility of vocoded speech using a remote testing framework | May 28, 2021 | Sentence | —Unverified | 0 |
| Feature extraction and evaluation for BioMedical Question Answering | May 28, 2021 | Question AnsweringSentence | —Unverified | 0 |
| Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments | May 28, 2021 | AttributeBinary Classification | CodeCode Available | 0 |
| Accelerating BERT Inference for Sequence Labeling via Early-Exit | May 28, 2021 | Sentence | CodeCode Available | 1 |
| Lightweight Cross-Lingual Sentence Representation Learning | May 28, 2021 | Contrastive LearningDocument Classification | CodeCode Available | 0 |
| New Encoder Learning for Captioning Heavy Rain Images via Semantic Visual Feature Matching | May 28, 2021 | DecoderImage Captioning | —Unverified | 0 |
| Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models | May 27, 2021 | DiversityGrammatical Error Correction | CodeCode Available | 1 |
| RAW-C: Relatedness of Ambiguous Words--in Context (A New Lexical Resource for English) | May 27, 2021 | SentenceWord Embeddings | CodeCode Available | 0 |
| TranSmart: A Practical Interactive Machine Translation System | May 27, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence | May 27, 2021 | ArticlesDocument Ranking | CodeCode Available | 1 |
| Knowledge Enhanced Masked Language Model for Stance Detection | May 26, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Prosodic segmentation for parsing spoken dialogue | May 26, 2021 | SegmentationSentence | —Unverified | 0 |
| Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation | May 25, 2021 | DecoderMedical Image Analysis | —Unverified | 0 |
| IntelliCAT: Intelligent Machine Translation Post-Editing with Quality Estimation and Translation Suggestion | May 25, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Understanding Mobile GUI: from Pixel-Words to Screen-Sentences | May 25, 2021 | Relation PredictionRetrieval | —Unverified | 0 |
| Context-Sensitive Visualization of Deep Learning Natural Language Processing Models | May 25, 2021 | Deep LearningSentence | —Unverified | 0 |
| ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer | May 25, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| VANiLLa : Verbalized Answers in Natural Language at Large Scale | May 24, 2021 | BIG-bench Machine LearningKnowledge Graphs | CodeCode Available | 0 |
| Retrieval Enhanced Model for Commonsense Generation | May 24, 2021 | modelRetrieval | CodeCode Available | 1 |
| Prevent the Language Model from being Overconfident in Neural Machine Translation | May 24, 2021 | HallucinationLanguage Modeling | CodeCode Available | 1 |