benchmark 1cross-document analysis 1event detection 1information extraction 1large language models 1
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cs.CL2026
From Single- to Cross-Document: Benchmarking Multi-Granularity Event Analysis of Large Language Models
Tao Wen, Shuai Shao, Pei Ke +7
The paper introduces MiGUE-Bench, a benchmark that evaluates large language models on multi‑granularity event analysis tasks ranging from single‑document event detection to cross‑d…
cs.CL2024
Structured Dialogue System for Mental Health: An LLM Chatbot Leveraging the PM+ Guidelines
Yixiang Chen, Xinyu Zhang, Jinran Wang +4
The Structured Dialogue System, referred to as SuDoSys, is an innovative Large Language Model (LLM)-based chatbot designed to provide psychological counseling. SuDoSys leverages th…