| Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval | Feb 3, 2023 | RelationRepresentation Learning | CodeCode Available | 0 |
| TEPrompt: Task Enlightenment Prompt Learning for Implicit Discourse Relation Recognition | May 18, 2023 | Prompt LearningRelation | CodeCode Available | 0 |
| Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning | Oct 1, 2022 | Logical ReasoningRelation | CodeCode Available | 0 |
| 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 |
| Reg R-CNN: Lesion Detection and Grading under Noisy Labels | Jul 22, 2019 | General ClassificationLesion Detection | CodeCode Available | 0 |
| A shallow neural model for relation prediction | Jan 22, 2021 | Knowledge Graph Completionmodel | CodeCode Available | 0 |
| CogALex-VI Shared Task: Transrelation - A Robust Multilingual Language Model for Multilingual Relation Identification | Dec 12, 2020 | Hypernym DiscoveryLanguage Modeling | CodeCode Available | 0 |
| Towards Understanding Gender Bias in Relation Extraction | Nov 9, 2019 | counterfactualData Augmentation | CodeCode Available | 0 |
| Distributed Weighted Least Squares Estimator Based on ADMM | Nov 5, 2020 | RelationState Estimation | CodeCode Available | 0 |
| Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction | Jun 19, 2019 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 0 |
| Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization | Oct 20, 2022 | Relation | CodeCode Available | 0 |
| Fine-tune Bert for DocRED with Two-step Process | Sep 26, 2019 | Document-level Relation ExtractionLanguage Modeling | CodeCode Available | 0 |
| Fine-grained Contrastive Learning for Relation Extraction | May 25, 2022 | Contrastive LearningDenoising | CodeCode Available | 0 |
| More than Classification: A Unified Framework for Event Temporal Relation Extraction | May 28, 2023 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 0 |
| Few-shot link prediction via graph neural networks for Covid-19 drug-repurposing | Jul 20, 2020 | Drug DiscoveryFew-Shot Learning | CodeCode Available | 0 |
| CogALex 2.0: Impact of Data Quality on Lexical-Semantic Relation Prediction | Dec 14, 2021 | Hypernym DiscoveryRelation | CodeCode Available | 0 |
| Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions | Mar 30, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Few-Shot Knowledge Graph Completion | Nov 26, 2019 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| Test-time Augmentation for Factual Probing | Oct 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Distant Supervision for Relation Extraction with Matrix Completion | Jun 1, 2014 | Low-Rank Matrix CompletionMatrix Completion | CodeCode Available | 0 |
| A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction | Jun 1, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Coarse-to-Fine Entity Representations for Document-level Relation Extraction | Dec 4, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Few-shot Action Recognition with Permutation-invariant Attention | Jan 12, 2020 | Action RecognitionFew-Shot action recognition | CodeCode Available | 0 |
| Sentence Bag Graph Formulation for Biomedical Distant Supervision Relation Extraction | Oct 29, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks | Sep 1, 2015 | Feature EngineeringRelation | CodeCode Available | 0 |
| Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer | Jan 4, 2023 | Inductive Relation PredictionKnowledge Graphs | CodeCode Available | 0 |
| Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation Extraction | Nov 17, 2021 | AttributeBinary Relation Extraction | CodeCode Available | 0 |
| 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 |
| FewRel 2.0: Towards More Challenging Few-Shot Relation Classification | Oct 16, 2019 | ClassificationDomain Adaptation | CodeCode Available | 0 |
| Sentence Embedding Alignment for Lifelong Relation Extraction | Mar 6, 2019 | Incremental LearningLifelong learning | CodeCode Available | 0 |
| A hybrid deep learning approach for medical relation extraction | Jun 26, 2018 | Deep LearningMedical Relation Extraction | CodeCode Available | 0 |
| Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph | Mar 27, 2023 | AttributeRelation | CodeCode Available | 0 |
| Distantly Supervised Relation Extraction via Recursive Hierarchy-Interactive Attention and Entity-Order Perception | May 18, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| FCDS: Fusing Constituency and Dependency Syntax into Document-Level Relation Extraction | Mar 4, 2024 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Learning Hierarchical Relational Representations through Relational Convolutions | Oct 5, 2023 | Relation | CodeCode Available | 0 |
| Relational Extraction on Wikipedia Tables using Convolutional and Memory Networks | Jul 11, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| Sentence-level Media Bias Analysis with Event Relation Graph | Apr 2, 2024 | Graph AttentionLanguage Modeling | CodeCode Available | 0 |
| VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction | Dec 18, 2024 | Data Augmentation | CodeCode Available | 0 |
| Distantly-Supervised Neural Relation Extraction with Side Information using BERT | Apr 29, 2020 | RelationRelation Extraction | CodeCode Available | 0 |
| Textual Entailment with Structured Attentions and Composition | Jan 4, 2017 | Natural Language InferenceRelation | CodeCode Available | 0 |
| Sentences with Gapping: Parsing and Reconstructing Elided Predicates | Apr 18, 2018 | Natural Language UnderstandingRelation | CodeCode Available | 0 |
| False Positive and Cross-relation Signals in Distant Supervision Data | Nov 14, 2017 | General ClassificationRelation | CodeCode Available | 0 |
| Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs | May 24, 2021 | DenoisingRelation | CodeCode Available | 0 |
| Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification | Jun 16, 2019 | Few-Shot Relation ClassificationGeneral Classification | CodeCode Available | 0 |
| Distantly-Supervised Joint Extraction with Noise-Robust Learning | Oct 8, 2023 | Joint Entity and Relation ExtractionLanguage Modelling | CodeCode Available | 0 |
| Falcon 2.0: An Entity and Relation Linking Tool over Wikidata | Dec 24, 2019 | Knowledge Base Question AnsweringKnowledge Graphs | CodeCode Available | 0 |
| Deep Weakly-supervised Anomaly Detection | Oct 30, 2019 | Anomaly DetectionRelation | CodeCode Available | 0 |
| DisSent: Sentence Representation Learning from Explicit Discourse Relations | Oct 12, 2017 | Dependency ParsingNatural Language Understanding | CodeCode Available | 0 |
| TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning | Aug 30, 2019 | Few-Shot LearningGraph Attention | CodeCode Available | 0 |
| Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction | Oct 1, 2022 | RelationRelation Extraction | CodeCode Available | 0 |
