| Accelerating BERT Inference for Sequence Labeling via Early-Exit | May 28, 2021 | Sentence | CodeCode Available | 1 |
| UCPhrase: Unsupervised Context-aware Quality Phrase Tagging | May 28, 2021 | Keyphrase ExtractionLanguage Modelling | CodeCode Available | 1 |
| Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models | May 27, 2021 | DiversityGrammatical Error Correction | CodeCode Available | 1 |
| 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 |
| ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer | May 25, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Prevent the Language Model from being Overconfident in Neural Machine Translation | May 24, 2021 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Retrieval Enhanced Model for Commonsense Generation | May 24, 2021 | modelRetrieval | CodeCode Available | 1 |
| Context-Preserving Text Simplification | May 24, 2021 | SentenceText Simplification | CodeCode Available | 1 |
| CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding | May 23, 2021 | document understandingDomain Adaptation | CodeCode Available | 1 |
| Semantic Representation for Dialogue Modeling | May 21, 2021 | Abstract Meaning RepresentationDialog Relation Extraction | CodeCode Available | 1 |
| Fact-driven Logical Reasoning for Machine Reading Comprehension | May 21, 2021 | Logical ReasoningMachine Reading Comprehension | CodeCode Available | 1 |
| Revisiting the Negative Data of Distantly Supervised Relation Extraction | May 21, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Multi-modal Sarcasm Detection and Humor Classification in Code-mixed Conversations | May 20, 2021 | ClassificationMulti-modal Classification | CodeCode Available | 1 |
| MLBiNet: A Cross-Sentence Collective Event Detection Network | May 20, 2021 | DecoderEvent Detection | CodeCode Available | 1 |
| Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence | May 19, 2021 | DecoderSemantic Similarity | CodeCode Available | 1 |
| UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions | May 12, 2021 | Keyphrase ExtractionRelation Extraction | CodeCode Available | 1 |
| Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction | May 12, 2021 | Machine TranslationNMT | CodeCode Available | 1 |
| DefSent: Sentence Embeddings using Definition Sentences | May 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 |
| DocOIE: A Document-level Context-Aware Dataset for OpenIE | May 10, 2021 | Open Information ExtractionSentence | CodeCode Available | 1 |
| Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning | May 8, 2021 | Chinese Named Entity RecognitionChunking | CodeCode Available | 1 |
| Network Pruning That Matters: A Case Study on Retraining Variants | May 7, 2021 | Network PruningSentence | CodeCode Available | 1 |
| Paraphrastic Representations at Scale | Apr 30, 2021 | CPUGPU | CodeCode Available | 1 |
| AMR Parsing with Action-Pointer Transformer | Apr 29, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories | Apr 28, 2021 | Sentence | CodeCode Available | 1 |
