conftrace_

knowledge graph

1837 papers

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KG

Co-occurring keywords

large language model (13587) question answering (2963) graph neural network (3962) link prediction (624) retrieval-augmented generation (1592) multi-hop reasoning (423) relation extraction (919) information extraction (1090) representation learning (6206) graph embedding (349)

Papers

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval EMNLP 2025
AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025
Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning ACL 2025
Developing Multimodal Healthcare Foundation Model: From Data-driven to Knowledge-enhanced AAAI 2025
Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning AAAI 2025
A Derivational ChainBank for Modern Standard Arabic COLING 2025
LLM Driven Legal Text Analytics: A Case Study For Food Safety Violation Cases IJCNLP 2025
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era ACL 2025
Probing Relative Interaction and Dynamic Calibration in Multi-modal Entity Alignment ACL 2025
COMPKE: Complex Question Answering under Knowledge Editing ACL 2025
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts ACL 2025
Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework ACL 2025
Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025
TripleCheck: Transparent Post-Hoc Verification of Biomedical Claims in AI-Generated Answers EMNLP 2025
ReGraphRAG: Reorganizing Fragmented Knowledge Graphs for Multi-Perspective Retrieval-Augmented Generation EMNLP 2025
Knowledge Graph Entity Typing with Curriculum Contrastive Learning COLING 2025
SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task COLING 2025
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM COLING 2025
RGR-KBQA: Generating Logical Forms for Question Answering Using Knowledge-Graph-Enhanced Large Language Model COLING 2025
Reasoning with Trees: Faithful Question Answering over Knowledge Graph COLING 2025
Knowledge Graph Unlearning with Schema COLING 2025
Faithful Inference Chains Extraction for Fact Verification over Multi-view Heterogeneous Graph with Causal Intervention COLING 2025
Automated Knowledge Graph Construction using Large Language Models and Sentence Complexity Modelling EMNLP 2025