| Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction | May 1, 2015 | Machine TranslationNER | CodeCode Available | 0 | 5 |
| Aligned and oblique dynamics in recurrent neural networks | Jul 14, 2023 | Relation | CodeCode Available | 0 | 5 |
| Graph Convolution over Pruned Dependency Trees Improves Relation Extraction | Sep 26, 2018 | NegationRelation | CodeCode Available | 0 | 5 |
| Graphical Reasoning: LLM-based Semi-Open Relation Extraction | Apr 30, 2024 | In-Context LearningRelation | CodeCode Available | 0 | 5 |
| A shallow neural model for relation prediction | Jan 22, 2021 | Knowledge Graph Completionmodel | 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 |
| Graph Convolutional Reinforcement Learning | Oct 22, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Graph Neural Networks with Generated Parameters for Relation Extraction | Feb 2, 2019 | RelationRelational Reasoning | 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 |
| Global Relation Embedding for Relation Extraction | Apr 19, 2017 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| Collocation Classification with Unsupervised Relation Vectors | Jul 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| CANE: Context-Aware Network Embedding for Relation Modeling | Jul 1, 2017 | Community DetectionLink Prediction | 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 |
| CoKE: Contextualized Knowledge Graph Embedding | Nov 6, 2019 | Graph EmbeddingKnowledge Graph Embedding | 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 |
| GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models | Jun 30, 2023 | ArticlesFinancial Relation Extraction | 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 |
| Generalizing Natural Language Analysis through Span-relation Representations | Nov 10, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 | 5 |
| CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework | Dec 21, 2024 | Knowledge GraphsRelation | CodeCode Available | 0 | 5 |
| Sentence Bag Graph Formulation for Biomedical Distant Supervision Relation Extraction | Oct 29, 2023 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| A Latent Variable Recurrent Neural Network for Discourse Relation Language Models | Mar 7, 2016 | ClassificationDialog Act Classification | 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 |
| GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models | Feb 16, 2024 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations | Oct 27, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains | Nov 1, 2024 | Discourse ParsingRelation | CodeCode Available | 0 | 5 |
| CogALex-VI Shared Task: Transrelation - A Robust Multilingual Language Model for Multilingual Relation Identification | Dec 12, 2020 | Hypernym DiscoveryLanguage Modeling | CodeCode Available | 0 | 5 |
| CogALex 2.0: Impact of Data Quality on Lexical-Semantic Relation Prediction | Dec 14, 2021 | Hypernym DiscoveryRelation | 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 |
| Coarse-to-Fine Entity Representations for Document-level Relation Extraction | Dec 4, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 0 | 5 |
| Global Textual Relation Embedding for Relational Understanding | Jun 3, 2019 | Action ClassificationRelation | 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 |
| From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension | Dec 8, 2020 | DenoisingMachine Reading Comprehension | 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 |
| Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction | Oct 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| A Label Dependence-aware Sequence Generation Model for Multi-level Implicit Discourse Relation Recognition | Dec 22, 2021 | DecoderRelation | 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 |
| A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction | Jun 1, 2019 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| RAGFormer: Learning Semantic Attributes and Topological Structure for Fraud Detection | Feb 27, 2024 | Fraud DetectionRelation | 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 |
| FREDA: Flexible Relation Extraction Data Annotation | Apr 14, 2022 | RelationRelation Extraction | CodeCode Available | 0 | 5 |
| FinTree: Financial Dataset Pretrain Transformer Encoder for Relation Extraction | Jul 26, 2023 | Financial Relation ExtractionLanguage Modeling | CodeCode Available | 0 | 5 |
| FoodChem: A food-chemical relation extraction model | Oct 5, 2021 | Binary Classificationmodel | CodeCode Available | 0 | 5 |
| Orthogonal Transforms in Neural Networks Amount to Effective Regularization | May 10, 2023 | Efficient Neural NetworkRelation | 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 |
| Class-level Structural Relation Modelling and Smoothing for Visual Representation Learning | Aug 8, 2023 | Graph SamplingRelation | CodeCode Available | 0 | 5 |
| FewRel 2.0: Towards More Challenging Few-Shot Relation Classification | Oct 16, 2019 | ClassificationDomain Adaptation | CodeCode Available | 0 | 5 |
| AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First - Using Relation Extraction to Identify Entities | Jul 1, 2022 | Joint Entity and Relation ExtractionMath | 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 |
