knowledge graph

A Video-grounded Dialogue Dataset and Metric for Event-driven Activities AAAI 2025 A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025 Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025 Beyond the Answer: Advancing Multi-Hop QA with Fine-Grained Graph Reasoning and Evaluation ACL 2025 Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations AAAI 2025 BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform EMNLP 2025 BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain ACL 2025 BookAsSumQA: An Evaluation Framework for Aspect-Based Book Summarization via Question Answering IJCNLP 2025 Breaking the Noise Barrier: LLM-Guided Semantic Filtering and Enhancement for Multi-Modal Entity Alignment EMNLP 2025 Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models AAAI 2025 BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025 Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering ACL 2025 Can LLMs be Knowledge Graph Curators for Validating Triple Insertions? COLING 2025 Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs ACL 2025 Capacity Matters: a Proof-of-Concept for Transformer Memorization on Real-World Data ACL 2025 Capturing Latent Modal Association For Multimodal Entity Alignment EMNLP 2025 CateEA: Enhancing Entity Alignment via Implicit Category Supervision COLING 2025 CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition ICML 2025 ChainEdit: Propagating Ripple Effects in LLM Knowledge Editing through Logical Rule-Guided Chains ACL 2025 Chain of Knowledge Graph: Information-Preserving Multi-Document Summarization for Noisy Documents COLING 2025 Charting the Design Space of Neural Graph Representations for Subgraph Matching ICLR 2025 ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM ACL 2025 CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts ACL 2025 CogTwin: A Hybrid Cognitive Architecture Framework for Adaptable and Cognitive Digital Twins IJCAI 2025 Commonsense Subgraph for Inductive Relation Reasoning with Meta-learning COLING 2025