2 papers
cs.CL2026
Shattering the Shortcut: A Topology-Regularized Benchmark for Multi-hop Medical Reasoning in LLMs
Xing Zi, Xinying Zhou, Jinghao Xiao +2
While Large Language Models (LLMs) achieve expert-level performance on standard medical benchmarks through single-hop factual recall, they severely struggle with the complex, multi…
cs.AI2024
Progressive Knowledge Graph Completion
Jiayi Li, Ruilin Luo, Jiaqi Sun +2
Knowledge Graph Completion (KGC) has emerged as a promising solution to address the issue of incompleteness within Knowledge Graphs (KGs). Traditional KGC research primarily center…