| Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution | Jun 3, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Self-Guided Contrastive Learning for BERT Sentence Representations | Jun 3, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction | Jun 3, 2021 | AllDocument-level Relation Extraction | CodeCode Available | 1 |
| Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction | Jun 3, 2021 | Grammatical Error CorrectionSentence | CodeCode Available | 1 |
| Metaphor Generation with Conceptual Mappings | Jun 2, 2021 | Sentence | CodeCode Available | 1 |
| COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences | Jun 2, 2021 | 4kSentence | CodeCode Available | 1 |
| RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System | Jun 1, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| GECko+: a Grammatical and Discourse Error Correction Tool | Jun 1, 2021 | SentenceSentence Ordering | CodeCode Available | 1 |
| An In-depth Study on Internal Structure of Chinese Words | Jun 1, 2021 | Sentence | CodeCode Available | 1 |
| On Finding the K-best Non-projective Dependency Trees | Jun 1, 2021 | Dependency ParsingSentence | CodeCode Available | 1 |
| Improving Evidence Retrieval for Automated Explainable Fact-Checking | Jun 1, 2021 | ArticlesFact Checking | CodeCode Available | 1 |
| KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction | Jun 1, 2021 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| HONEST: Measuring Hurtful Sentence Completion in Language Models | Jun 1, 2021 | Hate Speech DetectionHurtful Sentence Completion | CodeCode Available | 1 |
| Discontinuous Named Entity Recognition as Maximal Clique Discovery | Jun 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources | Jun 1, 2021 | Semantic Role LabelingSentence | CodeCode Available | 1 |
| Reconstructing Implicit Knowledge with Language Models | Jun 1, 2021 | Sentence | CodeCode Available | 1 |
| Event Time Extraction and Propagation via Graph Attention Networks | Jun 1, 2021 | Graph AttentionNatural Language Understanding | CodeCode Available | 1 |
| A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents | Jun 1, 2021 | Multi-Task LearningOpinion Mining | CodeCode Available | 1 |
| ESC: Redesigning WSD with Extractive Sense Comprehension | Jun 1, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models | May 31, 2021 | SentenceSpelling Correction | CodeCode Available | 1 |
| A Semantic-based Method for Unsupervised Commonsense Question Answering | May 31, 2021 | Question AnsweringSemantic Similarity | CodeCode Available | 1 |
| G-Transformer for Document-level Machine Translation | May 31, 2021 | Document Level Machine TranslationInductive Bias | CodeCode Available | 1 |
| On Compositional Generalization of Neural Machine Translation | May 31, 2021 | Domain GeneralizationMachine Translation | CodeCode Available | 1 |
| Fast Nearest Neighbor Machine Translation | May 30, 2021 | Machine TranslationNMT | CodeCode Available | 1 |
| Exploiting Position Bias for Robust Aspect Sentiment Classification | May 29, 2021 | ClassificationPosition | CodeCode Available | 1 |
| 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 |
