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Representation

2,100 papers (7 classified directly here)

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Papers (including subtopics)

Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG EMNLP 2025 Knowledge-Aware Co-Reasoning for Multidisciplinary Collaboration EMNLP 2025 Knowledge Base Construction for Knowledge-Augmented Text-to-SQL ACL 2025 Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025 Knowledge Graph Completion with Relation-Aware Anchor Enhancement AAAI 2025 Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation ACL 2025 Knowledge-Guided Part Segmentation ICCV 2025 Knowledge-Infused Learning for Developing a Mental Health Diagnostic Copilot in Healthcare Systems AAAI 2025 KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities IJCAI 2025 Label Bias in Symbolic Representation of Meaning ACL 2025 LAB-KG: A Retrieval-Augmented Generation Method with Knowledge Graphs for Medical Lab Test Interpretation COLING 2025 Language-Guided Audio-Visual Learning for Long-Term Sports Assessment CVPR 2025 LASER: A Neuro-Symbolic Framework for Learning Spatio-Temporal Scene Graphs with Weak Supervision ICLR 2025 Latent Variable Causal Discovery under Selection Bias ICML 2025 Learnable Spatial-Temporal Positional Encoding for Link Prediction ICML 2025 Learning Concept Prerequisite Relation via Global Knowledge Relation Optimization AAAI 2025 Learning Condensed Graph via Differentiable Atom Mapping for Reaction Yield Prediction ICML 2025 Learning DNF through Generalized Fourier Representations COLT 2025 Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025 Learning Hierarchical Task Knowledge for Planning AAAI 2025 Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models ICML 2025 Learning Latent Graph Structures and their Uncertainty ICML 2025 Learning Minimum-Size BDDs: Towards Efficient Exact Algorithms ICML 2025 Learning Representations of Instruments for Partial Identification of Treatment Effects ICML 2025 Learning State-Based Node Representations from a Class Hierarchy for Fine-Grained Open-Set Detection ICML 2025