| A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text | Nov 19, 2017 | Articlesnamed-entity-recognition | CodeCode Available | 1 | 5 |
| Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching | Jun 16, 2021 | Federated Learningimage-classification | CodeCode Available | 1 | 5 |
| A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes | Apr 13, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Can Brain Signals Reveal Inner Alignment with Human Languages? | Aug 10, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs | Jul 5, 2020 | Graph Neural NetworkMeta-Learning | CodeCode Available | 1 | 5 |
| FinRED: A Dataset for Relation Extraction in Financial Domain | Jun 6, 2023 | Financial Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Dependency-based Text Graphs for Keyphrase and Summary Extraction with Applications to Interactive Content Retrieval | Sep 20, 2019 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Communicative Message Passing for Inductive Relation Reasoning | Dec 16, 2020 | Inductive BiasInductive Relation Prediction | CodeCode Available | 1 | 5 |
| GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction | Oct 6, 2020 | Event ExtractionGraph Attention | CodeCode Available | 1 | 5 |
| An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning | Feb 11, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Generalized Relation Modeling for Transformer Tracking | Mar 29, 2023 | RelationVisual Object Tracking | CodeCode Available | 1 | 5 |
| Complementary Relation Contrastive Distillation | Mar 29, 2021 | Knowledge DistillationRelation | CodeCode Available | 1 | 5 |
| Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED | Apr 17, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection | Feb 1, 2023 | ObjectRelation | CodeCode Available | 1 | 5 |
| Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection | Oct 6, 2023 | Fraud DetectionGraph Attention | CodeCode Available | 1 | 5 |
| Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction | Jan 24, 2024 | DenoisingRelation | CodeCode Available | 1 | 5 |
| Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning | Nov 15, 2017 | NavigateReinforcement Learning | CodeCode Available | 1 | 5 |
| Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| Dissecting Recall of Factual Associations in Auto-Regressive Language Models | Apr 28, 2023 | AttributeAttribute Extraction | CodeCode Available | 1 | 5 |
| Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction | Sep 14, 2021 | Meta-LearningPseudo Label | CodeCode Available | 1 | 5 |
| Graph-Based Social Relation Reasoning | Jul 15, 2020 | RelationRelational Reasoning | CodeCode Available | 1 | 5 |
| Consistent Representation Learning for Continual Relation Extraction | Mar 5, 2022 | Continual Relation ExtractionContrastive Learning | CodeCode Available | 1 | 5 |
| Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation | Mar 7, 2024 | Continual LearningContrastive Learning | CodeCode Available | 1 | 5 |
| Contextual Parameter Generation for Knowledge Graph Link Prediction | Apr 3, 2020 | Entity EmbeddingsLink Prediction | CodeCode Available | 1 | 5 |
| An Improved Baseline for Sentence-level Relation Extraction | Feb 2, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation | Mar 4, 2022 | Data AugmentationRelation | CodeCode Available | 1 | 5 |
| Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization | Aug 3, 2022 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| CORE-Text: Improving Scene Text Detection with Contrastive Relational Reasoning | Dec 14, 2021 | RelationRelational Reasoning | CodeCode Available | 1 | 5 |
| CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring | Oct 13, 2020 | Question AnsweringRelation | CodeCode Available | 1 | 5 |
| Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection | Mar 26, 2024 | RelationRelationship Detection | CodeCode Available | 1 | 5 |
| A Simple Approach to Case-Based Reasoning in Knowledge Bases | Jun 25, 2020 | Knowledge GraphsMeta-Learning | CodeCode Available | 1 | 5 |
| CrossRE: A Cross-Domain Dataset for Relation Extraction | Oct 17, 2022 | RelationRelation Classification | CodeCode Available | 1 | 5 |
| CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model | Apr 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Heterogeneous Temporal Graph Neural Network | Oct 26, 2021 | Graph Neural NetworkRelation | CodeCode Available | 1 | 5 |
| Cross-modal Causal Relation Alignment for Video Question Grounding | Mar 5, 2025 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 | 5 |
| Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment | Dec 20, 2022 | RelationVisual Reasoning | CodeCode Available | 1 | 5 |
| A Frustratingly Easy Approach for Entity and Relation Extraction | Oct 24, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Distantly Supervised Relation Extraction in Federated Settings | Aug 12, 2020 | DenoisingFederated Learning | CodeCode Available | 1 | 5 |
| HittER: Hierarchical Transformers for Knowledge Graph Embeddings | Aug 28, 2020 | Knowledge Graph EmbeddingsLink Prediction | CodeCode Available | 1 | 5 |
| HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction | May 4, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Curriculum-Meta Learning for Order-Robust Continual Relation Extraction | Jan 6, 2021 | Continual Relation ExtractionMeta-Learning | 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 |
| DARA: Domain- and Relation-aware Adapters Make Parameter-efficient Tuning for Visual Grounding | May 10, 2024 | RelationSpatial Reasoning | CodeCode Available | 1 | 5 |
| A sequence-to-sequence approach for document-level relation extraction | Apr 3, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues | Dec 4, 2020 | Dialog Relation ExtractionGeneral Classification | CodeCode Available | 1 | 5 |
| Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable | Oct 26, 2021 | Relation | CodeCode Available | 1 | 5 |
| DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction | Apr 17, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| A General Framework for Information Extraction using Dynamic Span Graphs | Apr 5, 2019 | Joint Entity and Relation ExtractionNamed Entity Recognition (NER) | CodeCode Available | 1 | 5 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Distilling Linguistic Context for Language Model Compression | Sep 17, 2021 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 | 5 |
