| Learning Trajectory-Conditioned Relations to Predict Pedestrian Crossing Behavior | Jan 14, 2023 | RelationRelation Extraction | CodeCode Available | 0 |
| Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation | Dec 8, 2021 | ClassificationQuestion Answering | CodeCode Available | 0 |
| GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering | Mar 23, 2023 | Graph EmbeddingGraph Question Answering | CodeCode Available | 0 |
| Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation | Jun 20, 2022 | ObjectPseudo Label | CodeCode Available | 0 |
| Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs | Aug 31, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Attention-Based Convolutional Neural Network for Semantic Relation Extraction | Dec 1, 2016 | Feature EngineeringGeneral Classification | CodeCode Available | 0 |
| Prompt-Learning for Cross-Lingual Relation Extraction | Apr 20, 2023 | Prompt LearningRelation | CodeCode Available | 0 |
| EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction | Jul 1, 2022 | Document-level Relation ExtractionJoint Entity and Relation Extraction | CodeCode Available | 0 |
| EM-RBR: a reinforced framework for knowledge graph completion from reasoning perspective | Sep 18, 2020 | Knowledge Graph CompletionLink Prediction | CodeCode Available | 0 |
| Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction | Mar 25, 2019 | Link PredictionRelation | CodeCode Available | 0 |
| GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models | Feb 16, 2024 | RelationRelation Extraction | CodeCode Available | 0 |
| Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction | Sep 13, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing | Jun 24, 2024 | PredictionRelation | CodeCode Available | 0 |
| Leveraging Dependency Forest for Neural Medical Relation Extraction | Nov 11, 2019 | ArticlesGraph Neural Network | CodeCode Available | 0 |
| CO-NNECT: A Framework for Revealing Commonsense Knowledge Paths as Explicitations of Implicit Knowledge in Texts | May 7, 2021 | Relation | CodeCode Available | 0 |
| Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical Study | May 15, 2023 | Discourse ParsingIn-Context Learning | CodeCode Available | 0 |
| Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models | Jul 12, 2024 | In-Context LearningRelation | CodeCode Available | 0 |
| Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning | Sep 5, 2015 | ClusteringRelation | CodeCode Available | 0 |
| Generating Discourse Connectives with Pre-trained Language Models: Conditioning on Discourse Relations Helps Reconstruct the PDTB | Sep 1, 2022 | RelationText Generation | CodeCode Available | 0 |
| Generalizing Natural Language Analysis through Span-relation Representations | Nov 10, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Concurrent Learning of Semantic Relations | Jul 26, 2018 | Multi-Task LearningRelation | CodeCode Available | 0 |
| Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training | Jun 21, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Composing Distributed Representations of Relational Patterns | Jul 23, 2017 | General ClassificationRelation | CodeCode Available | 0 |
| Embedding Uncertain Knowledge Graphs | Nov 26, 2018 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Towards CLIP-driven Language-free 3D Visual Grounding via 2D-3D Relational Enhancement and Consistency | Jan 1, 2024 | 3D visual groundingRelation | CodeCode Available | 0 |
| Embedding-Based Entity Alignment Using Relation Structural Similarity | Sep 11, 2022 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 |
| LFSamba: Marry SAM with Mamba for Light Field Salient Object Detection | Nov 11, 2024 | Mambaobject-detection | CodeCode Available | 0 |
| Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework | Sep 12, 2019 | DenoisingRelation | CodeCode Available | 0 |
| Elucidating the theoretical underpinnings of surrogate gradient learning in spiking neural networks | Apr 23, 2024 | Relation | CodeCode Available | 0 |
| Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition | Dec 11, 2022 | Contrastive LearningGeneral Knowledge | CodeCode Available | 0 |
| When Relation Networks meet GANs: Relation GANs with Triplet Loss | Feb 24, 2020 | Conditional Image GenerationImage Generation | CodeCode Available | 0 |
| TallyQA: Answering Complex Counting Questions | Oct 29, 2018 | AttributeObject Counting | CodeCode Available | 0 |
| Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment | Jul 1, 2019 | Lexical EntailmentRelation | CodeCode Available | 0 |
| Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 | Oct 8, 2019 | Binary Relation Extractionnamed-entity-recognition | CodeCode Available | 0 |
| Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning | Mar 25, 2024 | ClassificationContrastive Learning | CodeCode Available | 0 |
| Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs | Aug 30, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| QA4IE: A Question Answering based Framework for Information Extraction | Apr 10, 2018 | Question AnsweringRelation | CodeCode Available | 0 |
| LLM with Relation Classifier for Document-Level Relation Extraction | Aug 25, 2024 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| Complementary Calibration: Boosting General Continual Learning with Collaborative Distillation and Self-Supervision | Sep 3, 2021 | Continual LearningContrastive Learning | CodeCode Available | 0 |
| QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs | Jun 3, 2022 | Decision MakingKnowledge Graphs | CodeCode Available | 0 |
| Comparative Analysis of AI Agent Architectures for Entity Relationship Classification | Jun 3, 2025 | AI AgentRelation | CodeCode Available | 0 |
| Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification | Aug 1, 2016 | General ClassificationQuestion Answering | CodeCode Available | 0 |
| SCoRD: Subject-Conditional Relation Detection with Text-Augmented Data | Aug 24, 2023 | ObjectRelation | CodeCode Available | 0 |
| SeCG: Semantic-Enhanced 3D Visual Grounding via Cross-modal Graph Attention | Mar 13, 2024 | 3D visual groundingcross-modal alignment | CodeCode Available | 0 |
| Understanding Feature Focus in Multitask Settings for Lexico-semantic Relation Identification | Aug 1, 2021 | Relation | CodeCode Available | 0 |
| QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion | May 19, 2021 | Graph EmbeddingKnowledge Base Completion | CodeCode Available | 0 |
| Effective Attention Modeling for Neural Relation Extraction | Dec 9, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| A Comparative Study on Structural and Semantic Properties of Sentence Embeddings | Sep 23, 2020 | Knowledge GraphsRelation | CodeCode Available | 0 |
| ComDensE : Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph Completion | Jun 29, 2022 | Inductive BiasKnowledge Graph Completion | CodeCode Available | 0 |
| Cycle Representation Learning for Inductive Relation Prediction | Oct 6, 2021 | Graph Representation LearningInductive Relation Prediction | CodeCode Available | 0 |