| H-FND: Hierarchical False-Negative Denoising for Distant Supervision Relation Extraction | Dec 7, 2020 | DenoisingRelation | CodeCode Available | 0 | 5 |
| Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach | Jul 1, 2017 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| A Survey of Deep Learning Methods for Relation Extraction | May 10, 2017 | Deep LearningRelation | CodeCode Available | 0 | 5 |
| Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention | Oct 1, 2018 | Knowledge GraphsRelation | CodeCode Available | 0 | 5 |
| How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction | Aug 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Contextualised Graph Attention for Improved Relation Extraction | Apr 22, 2020 | Graph AttentionRelation | CodeCode Available | 0 | 5 |
| HCqa: Hybrid and Complex Question Answering on Textual Corpus and Knowledge Graph | Nov 24, 2018 | Knowledge Graphsnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Top-Down Framework for Weakly-supervised Grounded Image Captioning | Jun 13, 2023 | Image CaptioningMulti-Label Classification | CodeCode Available | 0 | 5 |
| A Neural Edge-Editing Approach for Document-Level Relation Graph Extraction | Jun 18, 2021 | Relation | CodeCode Available | 0 | 5 |
| GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification | Apr 15, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Multi-scale Context-aware Network with Transformer for Gait Recognition | Apr 7, 2022 | Gait RecognitionMultiview Gait Recognition | CodeCode Available | 0 | 5 |
| Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction | Jul 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems | May 10, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction | Feb 17, 2024 | Few-Shot LearningLanguage Modelling | CodeCode Available | 0 | 5 |
| GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition | Jul 12, 2019 | Computational EfficiencyGPU | CodeCode Available | 0 | 5 |
| GraphNLI: A Graph-based Natural Language Inference Model for Polarity Prediction in Online Debates | Feb 16, 2022 | MisinformationNatural Language Inference | CodeCode Available | 0 | 5 |
| Graph Neural Networks with Generated Parameters for Relation Extraction | Feb 2, 2019 | RelationRelational Reasoning | CodeCode Available | 0 | 5 |
| Context-Aware Representations for Knowledge Base Relation Extraction | Sep 1, 2017 | Question AnsweringRelation | CodeCode Available | 0 | 5 |
| Graphical Reasoning: LLM-based Semi-Open Relation Extraction | Apr 30, 2024 | In-Context LearningRelation | CodeCode Available | 0 | 5 |
| Multi-relation Message Passing for Multi-label Text Classification | Feb 10, 2022 | Classificationimage-classification | CodeCode Available | 0 | 5 |
| Adversarial Feature Adaptation for Cross-lingual Relation Classification | Aug 1, 2018 | ClassificationDomain Adaptation | CodeCode Available | 0 | 5 |
| DiMB-RE: Mining the Scientific Literature for Diet-Microbiome Associations | Sep 29, 2024 | Literature Miningnamed-entity-recognition | CodeCode Available | 0 | 5 |
| GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction | Jul 1, 2019 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| Context-Aware Adapter Tuning for Few-Shot Relation Learning in Knowledge Graphs | Oct 11, 2024 | Knowledge GraphsMeta-Learning | CodeCode Available | 0 | 5 |
| Graph Convolution over Pruned Dependency Trees Improves Relation Extraction | Sep 26, 2018 | NegationRelation | CodeCode Available | 0 | 5 |
| Mutually Guided Few-shot Learning for Relational Triple Extraction | Jun 23, 2023 | Cross-Domain Few-ShotDecoder | CodeCode Available | 0 | 5 |
| DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective Detection | Sep 20, 2021 | ClassificationConnective Detection | CodeCode Available | 0 | 5 |
| DiscoGeM: A Crowdsourced Corpus of Genre-Mixed Implicit Discourse Relations | Jun 1, 2022 | RelationRelation Classification | CodeCode Available | 0 | 5 |
| Adaptive Prompt Learning with Distilled Connective Knowledge for Implicit Discourse Relation Recognition | Sep 14, 2023 | Knowledge DistillationPrompt Learning | CodeCode Available | 0 | 5 |
| Graph Convolutional Reinforcement Learning | Oct 22, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| A MISMATCHED Benchmark for Scientific Natural Language Inference | Jun 5, 2025 | ArticlesNatural Language Inference | CodeCode Available | 0 | 5 |
| Consistent Document-Level Relation Extraction via Counterfactuals | Jul 9, 2024 | counterfactualDocument-level Relation Extraction | CodeCode Available | 0 | 5 |
| Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media | May 4, 2021 | RelationRelation Classification | CodeCode Available | 0 | 5 |
| Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text | Aug 21, 2019 | Joint Entity and Relation ExtractionLanguage Modeling | CodeCode Available | 0 | 5 |
| Neural Relation Extraction with Selective Attention over Instances | Aug 1, 2016 | POSPOS Tagging | CodeCode Available | 0 | 5 |
| Gradient Flow of Energy: A General and Efficient Approach for Entity Alignment Decoding | Jan 23, 2024 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 | 5 |
| Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning | Nov 2, 2022 | RelationSelf-Supervised Learning | CodeCode Available | 0 | 5 |
| Nishimori meets Bethe: a spectral method for node classification in sparse weighted graphs | Mar 5, 2021 | Bayesian InferenceGeneral Classification | CodeCode Available | 0 | 5 |
| GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models | Jun 30, 2023 | ArticlesFinancial Relation Extraction | CodeCode Available | 0 | 5 |
| Discovering Implicit Knowledge with Unary Relations | Jul 1, 2018 | Deep LearningKnowledge Base Population | CodeCode Available | 0 | 5 |
| ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction | Oct 17, 2022 | Implicit RelationsRelation | CodeCode Available | 0 | 5 |
| Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction | Dec 1, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad | Mar 24, 2025 | Domain GeneralizationRelation | CodeCode Available | 0 | 5 |
| OKGIT: Open Knowledge Graph Link Prediction with Implicit Types | Jun 24, 2021 | Knowledge GraphsLink Prediction | CodeCode Available | 0 | 5 |
| ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition | Oct 1, 2022 | Language ModellingPrompt Learning | CodeCode Available | 0 | 5 |
| GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering | Mar 23, 2023 | Graph EmbeddingGraph Question Answering | CodeCode Available | 0 | 5 |
| Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations | Jan 1, 2016 | ClusteringInformation Retrieval | CodeCode Available | 0 | 5 |
| Global inference with explicit syntactic and discourse structures for dialogue-level relation extraction | Jul 30, 2022 | Dialog Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| Generating Discourse Connectives with Pre-trained Language Models: Conditioning on Discourse Relations Helps Reconstruct the PDTB | Sep 1, 2022 | RelationText Generation | CodeCode Available | 0 | 5 |
| Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs | Aug 31, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 0 | 5 |
