| Graph WaveNet for Deep Spatial-Temporal Graph Modeling | May 31, 2019 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Learning Trimodal Relation for AVQA with Missing Modality | Jul 23, 2024 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | CodeCode Available | 1 |
| A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text | Nov 19, 2017 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| Leveraging Semantic Parsing for Relation Linking over Knowledge Bases | Sep 16, 2020 | Abstract Meaning RepresentationQuestion Answering | CodeCode Available | 1 |
| Consistent Representation Learning for Continual Relation Extraction | Mar 5, 2022 | Continual Relation ExtractionContrastive Learning | CodeCode Available | 1 |
| Automatic Relation-aware Graph Network Proliferation | May 31, 2022 | Graph ClassificationGraph Learning | CodeCode Available | 1 |
| A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes | Apr 13, 2022 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| On Robustness and Bias Analysis of BERT-based Relation Extraction | Sep 14, 2020 | counterfactualRelation | CodeCode Available | 1 |
| AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts | Oct 29, 2020 | Natural Language InferenceRelation | CodeCode Available | 1 |
| Can Brain Signals Reveal Inner Alignment with Human Languages? | Aug 10, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization | Aug 3, 2022 | ClassificationData Augmentation | CodeCode Available | 1 |
| Communicative Message Passing for Inductive Relation Reasoning | Dec 16, 2020 | Inductive BiasInductive Relation Prediction | CodeCode Available | 1 |
| Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning | May 27, 2024 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| MMRel: A Relation Understanding Benchmark in the MLLM Era | Jun 13, 2024 | DiversityHallucination | CodeCode Available | 1 |
| Dependency-based Text Graphs for Keyphrase and Summary Extraction with Applications to Interactive Content Retrieval | Sep 20, 2019 | RelationRelation Extraction | CodeCode Available | 1 |
| MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph | Feb 3, 2020 | Entity AlignmentEntity Embeddings | CodeCode Available | 1 |
| Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling | Jan 7, 2022 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 |
| Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction | May 18, 2023 | RelationRelation Extraction | CodeCode Available | 1 |
| Multilingual Entity and Relation Extraction Dataset and Model | Apr 1, 2021 | Joint Entity and Relation Extractionmodel | CodeCode Available | 1 |
| Multilingual Relation Classification via Efficient and Effective Prompting | Oct 25, 2022 | ClassificationRelation | CodeCode Available | 1 |
| An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning | Feb 11, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Knowledge-Augmented Language Models for Cause-Effect Relation Classification | Dec 16, 2021 | Cause-Effect Relation ClassificationClassification | CodeCode Available | 1 |
| Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation | Oct 1, 2019 | ObjectRelation | CodeCode Available | 1 |
| Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? | Dec 21, 2022 | Multi-class ClassificationNatural Language Inference | CodeCode Available | 1 |
| CODER: Knowledge infused cross-lingual medical term embedding for term normalization | Nov 5, 2020 | Contrastive LearningKnowledge Graphs | CodeCode Available | 1 |
| MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset | May 8, 2023 | Machine TranslationRelation | CodeCode Available | 1 |
| Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized Representations | Oct 15, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Neural Motifs: Scene Graph Parsing with Global Context | Nov 17, 2017 | ObjectPanoptic Scene Graph Generation | CodeCode Available | 1 |
| Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data | Jan 29, 2023 | Out of Distribution (OOD) DetectionRelation | CodeCode Available | 1 |
| Neural-Symbolic Models for Logical Queries on Knowledge Graphs | May 16, 2022 | Complex Query AnsweringGraph Neural Network | CodeCode Available | 1 |
| CLIP-KD: An Empirical Study of CLIP Model Distillation | Jul 24, 2023 | Contrastive LearningCross-Modal Retrieval | CodeCode Available | 1 |
| 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 |
| On the functional form of the radial acceleration relation | Jan 11, 2023 | Formregression | CodeCode Available | 1 |
| On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification | Apr 27, 2020 | Discourse ParsingGeneral Classification | CodeCode Available | 1 |
| OpenPSG: Open-set Panoptic Scene Graph Generation via Large Multimodal Models | Jul 15, 2024 | Graph Generationobject-detection | CodeCode Available | 1 |
| Open Relation and Event Type Discovery with Type Abstraction | Nov 30, 2022 | Event ExtractionRelation | CodeCode Available | 1 |
| Open-Vocabulary Video Relation Extraction | Dec 25, 2023 | Action ClassificationAction Understanding | CodeCode Available | 1 |
| CaRe-Ego: Contact-aware Relationship Modeling for Egocentric Interactive Hand-object Segmentation | Jul 8, 2024 | DecoderObject | CodeCode Available | 1 |
| Pair then Relation: Pair-Net for Panoptic Scene Graph Generation | Jul 17, 2023 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 1 |
| Better Few-Shot Relation Extraction with Label Prompt Dropout | Oct 25, 2022 | Few-Shot LearningRelation | CodeCode Available | 1 |
| Pano-AVQA: Grounded Audio-Visual Question Answering on 360^ Videos | Oct 11, 2021 | Audio-visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Partial Class Activation Attention for Semantic Segmentation | Jan 1, 2022 | RelationSegmentation | CodeCode Available | 1 |
| Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation | Aug 1, 2021 | Relation | CodeCode Available | 1 |
| Plane Geometry Diagram Parsing | May 19, 2022 | Geometry Problem SolvingGraph Neural Network | CodeCode Available | 1 |
| Poisoning Knowledge Graph Embeddings via Relation Inference Patterns | Nov 11, 2021 | Data PoisoningGraph Embedding | CodeCode Available | 1 |
| PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis | Dec 9, 2021 | 3D Point Cloud ClassificationKeypoint Estimation | CodeCode Available | 1 |
| Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification | Jul 7, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| Prompt Me Up: Unleashing the Power of Alignments for Multimodal Entity and Relation Extraction | Oct 25, 2023 | RelationRelation Extraction | CodeCode Available | 1 |
| Proposal Relation Network for Temporal Action Detection | Jun 20, 2021 | Action ClassificationAction Detection | CodeCode Available | 1 |
| CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild | Nov 1, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
