| R&R: Metric-guided Adversarial Sentence Generation | Apr 17, 2021 | Adversarial AttackGeneral Classification | CodeCode Available | 1 | 5 |
| Emoji Prediction from Twitter Data using Deep Learning Approach | Oct 4, 2021 | Deep LearningMulti-class Classification | 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 Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction | Jan 25, 2021 | Joint Entity and Relation ExtractionReading Comprehension | 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 sequence-to-sequence approach for document-level relation extraction | Apr 3, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Attention-based Quantum Tomography | Jun 22, 2020 | Sentence | CodeCode Available | 1 | 5 |
| Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need | Dec 1, 2020 | AllMulti-Task Learning | CodeCode Available | 1 | 5 |
| Attention Transfer Network for Aspect-level Sentiment Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Enhancing Automated Interpretability with Output-Centric Feature Descriptions | Jan 14, 2025 | Sentence | CodeCode Available | 1 | 5 |
| AttentionSiteDTI: an interpretable graph-based model for drug-target interaction prediction using NLP sentence-level relation classification | Jul 12, 2022 | Drug DiscoveryRelation Classification | CodeCode Available | 1 | 5 |
| AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions | Nov 1, 2021 | Keyphrase ExtractionLanguage Modeling | CodeCode Available | 1 | 5 |
| Assessing the Limitations of Large Language Models in Clinical Fact Decomposition | Dec 17, 2024 | Fact VerificationSentence | CodeCode Available | 1 | 5 |
| Augmenting Transformers with Recursively Composed Multi-grained Representations | Sep 28, 2023 | Constituency Grammar InductionNatural Language Inference | CodeCode Available | 1 | 5 |
| AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism | Sep 2, 2023 | Motion GenerationMotion Synthesis | CodeCode Available | 1 | 5 |
| Attribute First, then Generate: Locally-attributable Grounded Text Generation | Mar 25, 2024 | AttributeDocument Summarization | CodeCode Available | 1 | 5 |
| Entity, Relation, and Event Extraction with Contextualized Span Representations | Sep 8, 2019 | Event ExtractionJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction | Apr 30, 2022 | Abstract Meaning RepresentationDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| AugCSE: Contrastive Sentence Embedding with Diverse Augmentations | Oct 20, 2022 | Data AugmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector | Feb 7, 2024 | DecoderGrammatical Error Correction | CodeCode Available | 1 | 5 |
| Lexical Simplification with Pretrained Encoders | Jul 14, 2019 | Language ModellingLexical Simplification | 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 |
| A unified approach to sentence segmentation of punctuated text in many languages | Aug 1, 2021 | SentenceSentence segmentation | CodeCode Available | 1 | 5 |
| ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time | Oct 9, 2024 | Sentence | 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 |
| Evaluating Verifiability in Generative Search Engines | Apr 19, 2023 | Sentence | CodeCode Available | 1 | 5 |
| A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents | Jun 1, 2021 | Multi-Task LearningOpinion Mining | CodeCode Available | 1 | 5 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Oct 14, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| DEGREE: A Data-Efficient Generation-Based Event Extraction Model | Aug 29, 2021 | Event ExtractionSentence | CodeCode Available | 1 | 5 |
| Event Time Extraction and Propagation via Graph Attention Networks | Jun 1, 2021 | Graph AttentionNatural Language Understanding | CodeCode Available | 1 | 5 |
| AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description | Jul 22, 2024 | Sentence | CodeCode Available | 1 | 5 |
| Evidence Selection as a Token-Level Prediction Task | Nov 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 | 5 |
| A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction | May 19, 2022 | Contrastive LearningRelation | CodeCode Available | 1 | 5 |
| ExpBERT: Representation Engineering with Natural Language Explanations | May 5, 2020 | Inductive BiasRelation Extraction | CodeCode Available | 1 | 5 |
| EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding | Sep 29, 2022 | 3D visual groundingObject | CodeCode Available | 1 | 5 |
| Explicit Image Caption Editing | Jul 20, 2022 | Sentence | CodeCode Available | 1 | 5 |
| A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction | Jun 27, 2021 | Decodergraph construction | CodeCode Available | 1 | 5 |
| A Semantic-based Method for Unsupervised Commonsense Question Answering | May 31, 2021 | Question AnsweringSemantic Similarity | CodeCode Available | 1 | 5 |
| Exploiting Unsupervised Data for Emotion Recognition in Conversations | Oct 2, 2020 | Emotion Recognition in ConversationGeneral Classification | CodeCode Available | 1 | 5 |
| Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models | May 31, 2021 | SentenceSpelling Correction | CodeCode Available | 1 | 5 |
| Dynamic Global Memory for Document-level Argument Extraction | Sep 18, 2022 | ArticlesEvent Argument Extraction | CodeCode Available | 1 | 5 |
| Exploring Cross-sentence Contexts for Named Entity Recognition with BERT | Jun 2, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| A Span-based Linearization for Constituent Trees | Apr 30, 2020 | Sentence | CodeCode Available | 1 | 5 |
| Exploring Summarization to Enhance Headline Stance Detection | Jun 20, 2021 | Fake News DetectionMisinformation | CodeCode Available | 1 | 5 |
| A Deep Generative Framework for Paraphrase Generation | Sep 15, 2017 | DecoderInformation Retrieval | CodeCode Available | 1 | 5 |
| Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding | Aug 22, 2018 | Natural Language InferenceSentence | CodeCode Available | 1 | 5 |
| AutoMeTS: The Autocomplete for Medical Text Simplification | Oct 20, 2020 | SentenceText Simplification | CodeCode Available | 1 | 5 |
| FactAlign: Long-form Factuality Alignment of Large Language Models | Oct 2, 2024 | FormHallucination | 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 |
| Dual-branch Hybrid Learning Network for Unbiased Scene Graph Generation | Jul 16, 2022 | Graph GenerationImage Captioning | CodeCode Available | 1 | 5 |
