| Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP | Feb 11, 2023 | FairnessModel Selection | CodeCode Available | 0 |
| Multilingual Relation Extraction using Compositional Universal Schema | Nov 19, 2015 | Knowledge Base ConstructionRelation | CodeCode Available | 0 |
| Anchor and Broadcast: An Efficient Concept Alignment Approach for Evaluation of Semantic Graphs | May 20, 2024 | AMR Graph SimilarityConcept Alignment | CodeCode Available | 0 |
| TPN: Transferable Proto-Learning Network towards Few-shot Document-Level Relation Extraction | Oct 1, 2024 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction | Jul 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| DisSent: Learning Sentence Representations from Explicit Discourse Relations | Jul 1, 2019 | Dependency ParsingNatural Language Understanding | CodeCode Available | 0 |
| Extraction of Medication and Temporal Relation from Clinical Text using Neural Language Models | Oct 3, 2023 | AvgDisease Prediction | CodeCode Available | 0 |
| Multi-Modal Multi-Action Video Recognition | Jan 1, 2021 | RelationVideo Recognition | CodeCode Available | 0 |
| Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition | Aug 10, 2021 | AttributeBlocking | CodeCode Available | 0 |
| Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations | Jan 1, 2016 | ClusteringInformation Retrieval | CodeCode Available | 0 |
| Are LLMs Good Annotators for Discourse-level Event Relation Extraction? | Jul 28, 2024 | Event Relation ExtractionRelation | CodeCode Available | 0 |
| Discovering Utility-driven Interval Rules | Sep 28, 2023 | Relation | CodeCode Available | 0 |
| Discovering Implicit Knowledge with Unary Relations | Jul 1, 2018 | Deep LearningKnowledge Base Population | CodeCode Available | 0 |
| SeqROCTM: A Matlab toolbox for the analysis of Sequence of Random Objects driven by Context Tree Models | Sep 8, 2020 | Model SelectionRelation | CodeCode Available | 0 |
| Extracting Temporal Event Relation with Syntax-guided Graph Transformer | Apr 19, 2021 | Dependency ParsingNatural Language Understanding | CodeCode Available | 0 |
| Relation-Aware Global Attention for Person Re-identification | Apr 5, 2019 | ClusteringImage Classification | CodeCode Available | 0 |
| Class-level Structural Relation Modelling and Smoothing for Visual Representation Learning | Aug 8, 2023 | Graph SamplingRelation | CodeCode Available | 0 |
| Relation-Aware Graph Attention Network for Visual Question Answering | Mar 29, 2019 | Graph AttentionImplicit Relations | CodeCode Available | 0 |
| Multiple Relations Classification using Imbalanced Predictions Adaptation | Sep 24, 2023 | Classificationgraph construction | CodeCode Available | 0 |
| Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media | May 4, 2021 | RelationRelation Classification | CodeCode Available | 0 |
| Sequential Recommendation with Dual Side Neighbor-based Collaborative Relation Modeling | Nov 10, 2019 | DiversityRelation | CodeCode Available | 0 |
| Extracting Protein-Protein Interactions (PPIs) from Biomedical Literature using Attention-based Relational Context Information | Mar 8, 2024 | RelationRelation Classification | CodeCode Available | 0 |
| Extracting Multi-valued Relations from Language Models | Jul 6, 2023 | Relationslot-filling | CodeCode Available | 0 |
| Exposing ambiguities in a relation-extraction gold standard with crowdsourcing | May 23, 2015 | RelationRelation Extraction | CodeCode Available | 0 |
| Multi-Relation Aware Temporal Interaction Network Embedding | Oct 9, 2021 | Graph AttentionNetwork Embedding | CodeCode Available | 0 |
| Relation-aware Heterogeneous Graph for User Profiling | Oct 14, 2021 | Node ClassificationRelation | CodeCode Available | 0 |
| Multi-relation Message Passing for Multi-label Text Classification | Feb 10, 2022 | Classificationimage-classification | CodeCode Available | 0 |
| Relation-aware Hierarchical Attention Framework for Video Question Answering | May 13, 2021 | Question AnsweringRelation | CodeCode Available | 0 |
| Classifying Relations by Ranking with Convolutional Neural Networks | Apr 24, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Discourse-Based Sentence Splitting | Nov 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| DiscoGeM: A Crowdsourced Corpus of Genre-Mixed Implicit Discourse Relations | Jun 1, 2022 | RelationRelation Classification | CodeCode Available | 0 |
| Exploring the zero-shot limit of FewRel | Dec 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploring the Limitations of Large Language Models in Compositional Relation Reasoning | Mar 5, 2024 | Relation | CodeCode Available | 0 |
| A Hierarchical N-Gram Framework for Zero-Shot Link Prediction | Apr 16, 2022 | Knowledge GraphsLink Prediction | CodeCode Available | 0 |
| DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective Detection | Sep 20, 2021 | ClassificationConnective Detection | CodeCode Available | 0 |
| The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images | Dec 12, 2019 | object-detectionObject Detection | CodeCode Available | 0 |
| Classifying Argumentative Relations Using Logical Mechanisms and Argumentation Schemes | May 17, 2021 | Argument MiningRelation | CodeCode Available | 0 |
| Relation-Aware Question Answering for Heterogeneous Knowledge Graphs | Dec 19, 2023 | Knowledge Base Question AnsweringKnowledge Graphs | CodeCode Available | 0 |
| Multi-View Clustering for Open Knowledge Base Canonicalization | Jun 22, 2022 | ClusteringOpen Information Extraction | CodeCode Available | 0 |
| Multi-view Inference for Relation Extraction with Uncertain Knowledge | Apr 28, 2021 | Document-level Relation ExtractionKnowledge Graphs | CodeCode Available | 0 |
| Exploring Object Relation in Mean Teacher for Cross-Domain Detection | Apr 25, 2019 | Domain AdaptationRelation | CodeCode Available | 0 |
| Multi-level Relation Learning for Cross-domain Few-shot Hyperspectral Image Classification | Nov 2, 2023 | ClassificationContrastive Learning | CodeCode Available | 0 |
| SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors | Aug 18, 2018 | RelationText Categorization | CodeCode Available | 0 |
| Universal Dependencies according to BERT: both more specific and more general | Apr 30, 2020 | Relation | CodeCode Available | 0 |
| Exploring Instance Relations for Unsupervised Feature Embedding | May 7, 2021 | Contrastive Learningimage-classification | CodeCode Available | 0 |
| MUSE: Integrating Multi-Knowledge for Knowledge Graph Completion | Sep 26, 2024 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| MUSE: Multi-Knowledge Passing on the Edges, Boosting Knowledge Graph Completion | Aug 9, 2024 | Knowledge Graph CompletionRelation | CodeCode Available | 0 |
| DiMB-RE: Mining the Scientific Literature for Diet-Microbiome Associations | Sep 29, 2024 | Literature Miningnamed-entity-recognition | CodeCode Available | 0 |
| Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation Extraction | Jun 20, 2023 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 0 |
| Mutually Guided Few-shot Learning for Relational Triple Extraction | Jun 23, 2023 | Cross-Domain Few-ShotDecoder | CodeCode Available | 0 |