| Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation | Jan 19, 2021 | RelationSegmentation | CodeCode Available | 1 | 5 |
| CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval | May 29, 2024 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 | 5 |
| Improving Continual Relation Extraction by Distinguishing Analogous Semantics | May 11, 2023 | Continual Relation ExtractionKnowledge Distillation | CodeCode Available | 1 | 5 |
| Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction | Apr 28, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention | Apr 19, 2018 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| On Robustness and Bias Analysis of BERT-based Relation Extraction | Sep 14, 2020 | counterfactualRelation | CodeCode Available | 1 | 5 |
| Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation | Aug 1, 2021 | Relation | CodeCode Available | 1 | 5 |
| Can Multimodal Large Language Models Understand Spatial Relations? | May 25, 2025 | Relation | CodeCode Available | 1 | 5 |
| HRGCN: Heterogeneous Graph-level Anomaly Detection with Hierarchical Relation-augmented Graph Neural Networks | Aug 28, 2023 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 | 5 |
| Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? | Dec 21, 2022 | Multi-class ClassificationNatural Language Inference | CodeCode Available | 1 | 5 |
| CHisIEC: An Information Extraction Corpus for Ancient Chinese History | Mar 22, 2024 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction | Jun 21, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Improving Distantly-Supervised Relation Extraction through BERT-based Label & Instance Embeddings | Feb 1, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 | 5 |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Cascaded Human-Object Interaction Recognition | Mar 9, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 | 5 |
| Improving Biomedical Pretrained Language Models with Knowledge | Apr 21, 2021 | Entity LinkingLanguage Modeling | CodeCode Available | 1 | 5 |
| Class-relation Knowledge Distillation for Novel Class Discovery | Jul 18, 2023 | Knowledge DistillationNovel Class Discovery | CodeCode Available | 1 | 5 |
| Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification | Jul 7, 2021 | Classificationimage-classification | CodeCode Available | 1 | 5 |
| Clinical Relation Extraction Using Transformer-based Models | Jul 19, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference | Dec 16, 2020 | Feature EngineeringMedical Question Answering | CodeCode Available | 1 | 5 |
| CODER: Knowledge infused cross-lingual medical term embedding for term normalization | Nov 5, 2020 | Contrastive LearningKnowledge Graphs | CodeCode Available | 1 | 5 |
| Enhancing Low-Resource Relation Representations through Multi-View Decoupling | Dec 26, 2023 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild | Nov 1, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models | Oct 17, 2023 | Document-level Relation ExtractionFew-Shot Learning | CodeCode Available | 1 | 5 |
| Communicative Message Passing for Inductive Relation Reasoning | Dec 16, 2020 | Inductive BiasInductive Relation Prediction | CodeCode Available | 1 | 5 |
| Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling | May 19, 2023 | DenoisingRelation | CodeCode Available | 1 | 5 |
| Knowledge-Augmented Language Models for Cause-Effect Relation Classification | Dec 16, 2021 | Cause-Effect Relation ClassificationClassification | CodeCode Available | 1 | 5 |
| In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts | May 15, 2020 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings | Dec 9, 2021 | Contrastive LearningGraph Embedding | CodeCode Available | 1 | 5 |
| Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation | Oct 1, 2019 | ObjectRelation | CodeCode Available | 1 | 5 |
| Complementary Relation Contrastive Distillation | Mar 29, 2021 | Knowledge DistillationRelation | CodeCode Available | 1 | 5 |
| Compositional Feature Augmentation for Unbiased Scene Graph Generation | Aug 13, 2023 | DiversityGraph Generation | CodeCode Available | 1 | 5 |
| Adaptive Convolutional Neural Network for Image Super-resolution | Feb 24, 2024 | Image Super-ResolutionRelation | CodeCode Available | 1 | 5 |
| Open Knowledge Graphs Canonicalization using Variational Autoencoders | Dec 8, 2020 | ClusteringKnowledge Graphs | CodeCode Available | 1 | 5 |
| Joint Entity and Relation Extraction from Scientific Documents: Role of Linguistic Information and Entity Types | Sep 30, 2021 | ArticlesJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks | Oct 26, 2023 | Joint Entity and Relation ExtractionNER | CodeCode Available | 1 | 5 |
| Consistent Representation Learning for Continual Relation Extraction | Mar 5, 2022 | Continual Relation ExtractionContrastive Learning | CodeCode Available | 1 | 5 |
| Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction | Feb 6, 2023 | Data AugmentationGraph Embedding | CodeCode Available | 1 | 5 |
| Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection | Nov 1, 2021 | RelationSentiment Analysis | CodeCode Available | 1 | 5 |
| Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction | Jan 24, 2024 | DenoisingRelation | CodeCode Available | 1 | 5 |
| Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding | Apr 9, 2023 | Document Classificationnamed-entity-recognition | CodeCode Available | 1 | 5 |
| CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model | Apr 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction | Apr 19, 2019 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Contextual Parameter Generation for Knowledge Graph Link Prediction | Apr 3, 2020 | Entity EmbeddingsLink Prediction | CodeCode Available | 1 | 5 |
| Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation | Mar 7, 2024 | Continual LearningContrastive Learning | CodeCode Available | 1 | 5 |
| Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation | Mar 4, 2022 | Data AugmentationRelation | CodeCode Available | 1 | 5 |
| Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization | Aug 3, 2022 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction | May 18, 2023 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
