conftrace_

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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

Enhancing LLM-based Hatred and Toxicity Detection with Meta-Toxic Knowledge Graph ACL 2025
A Video-grounded Dialogue Dataset and Metric for Event-driven Activities AAAI 2025
Knowledge-Guided Part Segmentation ICCV 2025
Multi-Hop Reasoning for Question Answering with Hyperbolic Representations ACL 2025
Integrating Biological Knowledge for Robust Microscopy Image Profiling on De Novo Cell Lines ICCV 2025
Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge WACV 2025
Semantic Evaluation of Multilingual Data-to-Text Generation via NLI Fine-Tuning: Precision, Recall and F1 scores ACL 2025
EasyEA: Large Language Model is All You Need in Entity Alignment Between Knowledge Graphs ACL 2025
Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization ACL 2025
Federated Voxel Scene Graph for Intracranial Hemorrhage WACV 2025
Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025
HyKGE: A Hypothesis Knowledge Graph Enhanced RAG Framework for Accurate and Reliable Medical LLMs Responses ACL 2025
Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning AAAI 2025
Rule-Guided Graph Neural Networks for Explainable Knowledge Graph Reasoning AAAI 2025
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025
Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs ACL 2025
Efficient Document-level Event Relation Extraction NAACL 2025
A City of Millions: Mapping Literary Social Networks At Scale NAACL 2025
A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation AAAI 2025
Expertly Informed, Generatively Summarized: A Hybrid RAG Approach to Informed Consent Summarization with Auxiliary Expert Knowledge NAACL 2025
How to Talk to Language Models: Serialization Strategies for Structured Entity Matching NAACL 2025
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations AAAI 2025
Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering ACL 2025
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs ACL 2025
Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools ACL 2025