| Deep Transfer Learning Baselines for Sentiment Analysis in Russian | Jul 1, 2021 | SentenceSentiment Analysis | CodeCode Available | 1 | 5 |
| Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble | Jun 20, 2020 | Sentence | 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 |
| ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization | Sep 9, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 | 5 |
| ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models | Oct 9, 2022 | Data-to-Text GenerationSentence | CodeCode Available | 1 | 5 |
| An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning | Oct 18, 2023 | Image GenerationPrompt Learning | 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 |
| A Sentence Cloze Dataset for Chinese Machine Reading Comprehension | Apr 7, 2020 | DiversityMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance | Sep 21, 2023 | Domain GeneralizationKnowledge Distillation | CodeCode Available | 1 | 5 |
| A Sentence-level Hierarchical BERT Model for Document Classification with Limited Labelled Data | Jun 12, 2021 | ClassificationDocument Classification | CodeCode Available | 1 | 5 |
| A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation | Sep 29, 2020 | Data AugmentationMachine Translation | CodeCode Available | 1 | 5 |
| Lexical Simplification with Pretrained Encoders | Jul 14, 2019 | Language ModellingLexical Simplification | CodeCode Available | 1 | 5 |
| Constructing interval variables via faceted Rasch measurement and multitask deep learning: a hate speech application | Sep 22, 2020 | SentenceSurvey | CodeCode Available | 1 | 5 |
| A Divide-and-Conquer Approach to the Summarization of Long Documents | Apr 13, 2020 | ArticlesDocument Summarization | CodeCode Available | 1 | 5 |
| ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer | May 25, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 | 5 |
| An In-depth Study on Internal Structure of Chinese Words | Jun 1, 2021 | Sentence | CodeCode Available | 1 | 5 |
| Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases | Jun 6, 2020 | Bias DetectionSentence | CodeCode Available | 1 | 5 |
| A Span-based Linearization for Constituent Trees | Apr 30, 2020 | Sentence | CodeCode Available | 1 | 5 |
| Analysing Human Strategies of Information Transmission as a Function of Discourse Context | Nov 1, 2021 | ArticlesSentence | CodeCode Available | 1 | 5 |
| Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions | Aug 1, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models | Mar 1, 2024 | HallucinationHallucination Evaluation | CodeCode Available | 1 | 5 |
| Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction | Oct 24, 2024 | Representation LearningSentence | CodeCode Available | 1 | 5 |
| Aspect Sentiment Triplet Extraction Using Reinforcement Learning | Aug 13, 2021 | Aspect Sentiment Triplet Extractionreinforcement-learning | 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 |
| Constituency Parsing with a Self-Attentive Encoder | May 2, 2018 | Constituency ParsingSentence | 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 |
| Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images | Jul 19, 2021 | RetrievalSentence | CodeCode Available | 1 | 5 |
| Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation | Mar 6, 2022 | Language ModellingMachine Translation | 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 |
| Discourse-Aware Unsupervised Summarization for Long Scientific Documents | Apr 1, 2021 | ArticlesExtractive Summarization | CodeCode Available | 1 | 5 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 | 5 |
| Discourse Probing of Pretrained Language Models | Apr 13, 2021 | Sentence | CodeCode Available | 1 | 5 |
| Discrete Latent Variable Representations for Low-Resource Text Classification | Jun 11, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding | Jun 8, 2021 | Referring ExpressionSentence | CodeCode Available | 1 | 5 |
| Analyzing Leakage of Personally Identifiable Information in Language Models | Feb 1, 2023 | Sentence | CodeCode Available | 1 | 5 |
| Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models | Apr 11, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 | 5 |
| Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution | Jun 3, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 | 5 |
| ArSentD-LEV: A Multi-Topic Corpus for Target-based Sentiment Analysis in Arabic Levantine Tweets | May 25, 2019 | SentenceSentiment Analysis | CodeCode Available | 1 | 5 |
| Attention-based Quantum Tomography | Jun 22, 2020 | Sentence | CodeCode Available | 1 | 5 |
| R&R: Metric-guided Adversarial Sentence Generation | Apr 17, 2021 | Adversarial AttackGeneral Classification | CodeCode Available | 1 | 5 |
| A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction | Jan 25, 2021 | Joint Entity and Relation ExtractionReading Comprehension | CodeCode Available | 1 | 5 |
| Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering | Feb 12, 2023 | Multi-hop Question AnsweringOpen-Ended Question Answering | 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 |
| DocRED: A Large-Scale Document-Level Relation Extraction Dataset | Jun 14, 2019 | Document-level Relation ExtractionRelation | 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 |
| Advancing Hungarian Text Processing with HuSpaCy: Efficient and Accurate NLP Pipelines | Aug 24, 2023 | AllBoundary Detection | CodeCode Available | 1 | 5 |
| Attention-based Relational Graph Convolutional Network for Target-Oriented Opinion Words Extraction | Apr 1, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| A Character-level Span-based Model for Mandarin Prosodic Structure Prediction | Mar 31, 2022 | Sentencetext-to-speech | CodeCode Available | 1 | 5 |
| Confidence-aware Pseudo-label Learning for Weakly Supervised Visual Grounding | Jan 1, 2023 | DescriptiveObject | CodeCode Available | 1 | 5 |
