| A Hierarchical Framework for Relation Extraction with Reinforcement Learning | Nov 9, 2018 | Entity Extraction using GANHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| End-to-end Named Entity Recognition and Relation Extraction using Pre-trained Language Models | Dec 20, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment | Jul 1, 2019 | Lexical EntailmentRelation | 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 |
| End-to-end Generative Floor-plan and Layout with Attributes and Relation Graph | Dec 15, 2020 | Layout GenerationRelation | CodeCode Available | 0 | 5 |
| From Consensus to Disagreement: Multi-Teacher Distillation for Semi-Supervised Relation Extraction | Dec 2, 2021 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| A Hierarchical Entity Graph Convolutional Network for Relation Extraction across Documents | Aug 21, 2021 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction | Jun 17, 2024 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| FREDA: Flexible Relation Extraction Data Annotation | Apr 14, 2022 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Orthogonal Transforms in Neural Networks Amount to Effective Regularization | May 10, 2023 | Efficient Neural NetworkRelation | CodeCode Available | 0 | 5 |
| Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search | Apr 12, 2022 | Neural Architecture SearchRelation | CodeCode Available | 0 | 5 |
| Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers | Jun 27, 2019 | DecoderRelation | CodeCode Available | 0 | 5 |
| Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs | Jun 26, 2025 | Contrastive LearningRelation | CodeCode Available | 0 | 5 |
| RAGFormer: Learning Semantic Attributes and Topological Structure for Fraud Detection | Feb 27, 2024 | Fraud DetectionRelation | CodeCode Available | 0 | 5 |
| From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension | Dec 8, 2020 | DenoisingMachine Reading Comprehension | CodeCode Available | 0 | 5 |
| Enhancing Language Models for Financial Relation Extraction with Named Entities and Part-of-Speech | May 2, 2024 | Financial Relation Extractionnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Encoding and Fusing Semantic Connection and Linguistic Evidence for Implicit Discourse Relation Recognition | May 1, 2022 | RelationRepresentation Learning | CodeCode Available | 0 | 5 |
| EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction | Jul 1, 2022 | Document-level Relation ExtractionJoint Entity and Relation Extraction | CodeCode Available | 0 | 5 |
| Chaining Event Spans for Temporal Relation Grounding | Jun 17, 2025 | Reading ComprehensionRelation | CodeCode Available | 0 | 5 |
| EM-RBR: a reinforced framework for knowledge graph completion from reasoning perspective | Sep 18, 2020 | Knowledge Graph CompletionLink Prediction | CodeCode Available | 0 | 5 |
| Fragmented and Valuable: Following Sentiment Changes in Food Tweets | Jun 9, 2021 | Cultural Vocal Bursts Intensity PredictionRelation | CodeCode Available | 0 | 5 |
| Framework for inferring empirical causal graphs from binary data to support multidimensional poverty analysis | May 12, 2022 | Causal InferenceRelation | CodeCode Available | 0 | 5 |
| Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models | Jul 12, 2024 | In-Context LearningRelation | CodeCode Available | 0 | 5 |
| Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training | Jun 21, 2021 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data | Jun 16, 2023 | RelationRelation Extraction | 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 |
| CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction | Oct 1, 2022 | ClassificationDenoising | CodeCode Available | 0 | 5 |
| CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information | Feb 1, 2019 | ClusteringFeature Engineering | CodeCode Available | 0 | 5 |
| FinTree: Financial Dataset Pretrain Transformer Encoder for Relation Extraction | Jul 26, 2023 | Financial Relation ExtractionLanguage Modeling | 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 |
| FoodChem: A food-chemical relation extraction model | Oct 5, 2021 | Binary Classificationmodel | CodeCode Available | 0 | 5 |
| Framework for Variable-lag Motif Following Relation Inference In Time Series using Matrix Profile analysis | Jan 5, 2024 | RelationTime Series | CodeCode Available | 0 | 5 |
| AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First -- Using Relation Extraction to Identify Entities | Mar 10, 2022 | Joint Entity and Relation ExtractionMath | CodeCode Available | 0 | 5 |
| Fine-grained Contrastive Learning for Relation Extraction | May 25, 2022 | Contrastive LearningDenoising | CodeCode Available | 0 | 5 |
| Are LLMs Good Annotators for Discourse-level Event Relation Extraction? | Jul 28, 2024 | Event Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| Few-shot link prediction via graph neural networks for Covid-19 drug-repurposing | Jul 20, 2020 | Drug DiscoveryFew-Shot Learning | CodeCode Available | 0 | 5 |
| Few-Shot Knowledge Graph Completion | Nov 26, 2019 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 | 5 |
| Fine-tune Bert for DocRED with Two-step Process | Sep 26, 2019 | Document-level Relation ExtractionLanguage Modeling | CodeCode Available | 0 | 5 |
| FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation | Oct 24, 2018 | ClassificationFew-Shot Learning | CodeCode Available | 0 | 5 |
| Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention | Oct 1, 2018 | Knowledge GraphsRelation | CodeCode Available | 0 | 5 |
| FewRel 2.0: Towards More Challenging Few-Shot Relation Classification | Oct 16, 2019 | ClassificationDomain Adaptation | CodeCode Available | 0 | 5 |
| Few-shot Action Recognition with Permutation-invariant Attention | Jan 12, 2020 | Action RecognitionFew-Shot action recognition | CodeCode Available | 0 | 5 |
| Embedding Uncertain Knowledge Graphs | Nov 26, 2018 | Binary ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction | Jun 19, 2019 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 0 | 5 |
| Embedding-Based Entity Alignment Using Relation Structural Similarity | Sep 11, 2022 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 | 5 |
| Elucidating the theoretical underpinnings of surrogate gradient learning in spiking neural networks | Apr 23, 2024 | Relation | CodeCode Available | 0 | 5 |
| How Good are LLMs at Relation Extraction under Low-Resource Scenario? Comprehensive Evaluation | Jun 17, 2024 | Machine TranslationRelation | CodeCode Available | 0 | 5 |
| How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction | Jul 26, 2021 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Falcon 2.0: An Entity and Relation Linking Tool over Wikidata | Dec 24, 2019 | Knowledge Base Question AnsweringKnowledge Graphs | CodeCode Available | 0 | 5 |
| False Positive and Cross-relation Signals in Distant Supervision Data | Nov 14, 2017 | General ClassificationRelation | CodeCode Available | 0 | 5 |