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cs.CL2026★ 2 cited
S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering
Rong Fu, Yemin Wang, Tianxiang Xu +5
We present S-Path-RAG, a semantic-aware shortest-path Retrieval-Augmented Generation framework designed to improve multi-hop question answering over large knowledge graphs. S-Path-…
cs.CL2024
LTLBench: Towards Benchmarks for Evaluating Temporal Reasoning in Large Language Models
Weizhi Tang, Kwabena Nuamah, Vaishak Belle
Temporal Reasoning (TR) is a critical ability for LLMs to understand and reason over temporal information and relationships between events. To study the TR ability in LLMs, prior w…
cs.CL2024
ToM-LM: Delegating Theory of Mind Reasoning to External Symbolic Executors in Large Language Models
Weizhi Tang, Vaishak Belle
Theory of Mind (ToM) refers to the ability of individuals to attribute mental states to others. While Large Language Models (LLMs) have shown some promise with ToM ability, they st…