| DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification | Sep 12, 2022 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under Discussion | Oct 12, 2022 | Dependency ParsingQuestion Answering | CodeCode Available | 1 | 5 |
| Don't Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner | May 2, 2023 | SentenceUnsupervised Pre-training | CodeCode Available | 1 | 5 |
| DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings | Dec 10, 2021 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 | 5 |
| Discontinuous Named Entity Recognition as Maximal Clique Discovery | Jun 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| PySBD: Pragmatic Sentence Boundary Disambiguation | Oct 19, 2020 | Sentence | CodeCode Available | 1 | 5 |
| Discourse Centric Evaluation of Machine Translation with a Densely Annotated Parallel Corpus | May 18, 2023 | Machine TranslationSentence | CodeCode Available | 1 | 5 |
| Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning | Aug 16, 2019 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction | Jun 7, 2022 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
| Discourse-Aware Unsupervised Summarization for Long Scientific Documents | Apr 1, 2021 | ArticlesExtractive Summarization | CodeCode Available | 1 | 5 |
| ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization | Sep 9, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 | 5 |
| RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank | May 26, 2023 | Contrastive LearningLearning-To-Rank | CodeCode Available | 1 | 5 |
| Discourse Probing of Pretrained Language Models | Apr 13, 2021 | Sentence | CodeCode Available | 1 | 5 |
| Reading-strategy Inspired Visual Representation Learning for Text-to-Video Retrieval | Jan 23, 2022 | Representation LearningRetrieval | CodeCode Available | 1 | 5 |
| Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation | May 7, 2020 | Decoderfr-en | CodeCode Available | 1 | 5 |
| Discrete Latent Variable Representations for Low-Resource Text Classification | Jun 11, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims | Dec 20, 2021 | ArticlesFact Checking | CodeCode Available | 1 | 5 |
| Recommendations for Datasets for Source Code Summarization | Apr 4, 2019 | Code SummarizationSentence | CodeCode Available | 1 | 5 |
| DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video | Oct 13, 2020 | Sentence | CodeCode Available | 1 | 5 |
| DPO Meets PPO: Reinforced Token Optimization for RLHF | Apr 29, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Discriminative Latent Semantic Graph for Video Captioning | Aug 8, 2021 | DecoderObject | CodeCode Available | 1 | 5 |
| Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding | Jun 8, 2021 | Referring ExpressionSentence | CodeCode Available | 1 | 5 |
| Document-Level Relation Extraction with Sentences Importance Estimation and Focusing | Apr 27, 2022 | Dialog Relation ExtractionDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| Aspect-specific Context Modeling for Aspect-based Sentiment Analysis | Jul 17, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation | Mar 21, 2022 | Document-level Relation ExtractionKnowledge Distillation | CodeCode Available | 1 | 5 |
| Aspect-Controlled Neural Argument Generation | Apr 30, 2020 | Data AugmentationLanguage Modeling | CodeCode Available | 1 | 5 |
| GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction | Aug 21, 2020 | DecoderRole-filler Entity Extraction | CodeCode Available | 1 | 5 |
| Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding | May 13, 2020 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
| Document-level grammatical error correction | Apr 1, 2021 | Grammatical Error CorrectionNMT | CodeCode Available | 1 | 5 |
| SPECTER: Document-level Representation Learning using Citation-informed Transformers | Apr 15, 2020 | Citation PredictionDocument Classification | CodeCode Available | 1 | 5 |
| DocRED-FE: A Document-Level Fine-Grained Entity And Relation Extraction Dataset | Mar 20, 2023 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| DocRED: A Large-Scale Document-Level Relation Extraction Dataset | Jun 14, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Document-aligned Japanese-English Conversation Parallel Corpus | Dec 11, 2020 | Machine TranslationSentence | CodeCode Available | 1 | 5 |
| DocNLI: A Large-scale Dataset for Document-level Natural Language Inference | Jun 17, 2021 | Natural Language InferenceQuestion Answering | CodeCode Available | 1 | 5 |
| Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector | Feb 7, 2024 | DecoderGrammatical Error Correction | CodeCode Available | 1 | 5 |
| DocOIE: A Document-level Context-Aware Dataset for OpenIE | May 10, 2021 | Open Information ExtractionSentence | CodeCode Available | 1 | 5 |
| Document-level Claim Extraction and Decontextualisation for Fact-Checking | Jun 5, 2024 | Extractive SummarizationFact Checking | CodeCode Available | 1 | 5 |
| A Semantic-based Method for Unsupervised Commonsense Question Answering | May 31, 2021 | Question AnsweringSemantic Similarity | CodeCode Available | 1 | 5 |
| Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction | Apr 16, 2019 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
| Document-level Event Extraction via Parallel Prediction Networks | Aug 1, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| Alleviating Over-smoothing for Unsupervised Sentence Representation | May 9, 2023 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 | 5 |
| A Sentence Cloze Dataset for Chinese Machine Reading Comprehension | Apr 7, 2020 | DiversityMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| Aspect Sentiment Quad Prediction as Paraphrase Generation | Oct 2, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Aspect Sentiment Triplet Extraction Using Reinforcement Learning | Aug 13, 2021 | Aspect Sentiment Triplet Extractionreinforcement-learning | CodeCode Available | 1 | 5 |
| Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling | Oct 21, 2020 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 1 | 5 |
| A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings | Mar 11, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 | 5 |
| Document-Level Text Simplification: Dataset, Criteria and Baseline | Oct 11, 2021 | SentenceText Simplification | CodeCode Available | 1 | 5 |
| Assessing the Limitations of Large Language Models in Clinical Fact Decomposition | Dec 17, 2024 | Fact VerificationSentence | CodeCode Available | 1 | 5 |
| ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations | May 1, 2020 | Sentence | CodeCode Available | 1 | 5 |
| DocAMR: Multi-Sentence AMR Representation and Evaluation | Dec 15, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
