作者位次 #6/8ACL 2026Poster· Natural Language Processing
One Battle After Another: Probing LLM s’ Limits on Multi-Turn Instruction Following with a Benchmark Evolving Framework
Qi Jia · Ye Shen · Xiujie Song · Kaiwei Zhang · Shibo Wang · Dun Pei · Xiangyang Zhu · Guangtao Zhai
摘要
Evaluating LLMs’ instruction-following ability in multi-topic dialogues is essential yet challenging. Existing benchmarks are limited to a fixed number of turns, susceptible to saturation and failing to account for users’ interactive experience. In this work, we propose a novel framework featurin...