37 citations · 45 across the 14 of their papers we have counts for
3 papers · 1 filter
VerifyMAS: Hypothesis Verification for Failure Attribution in LLM-based Multi-Agent Systems
Hezhe Qiao, Hanghang Tong, Ee-Peng Lim +2
Large language model-driven multi-agent systems (LLM-MAS) excel at complex tasks, yet unreliable agents remain a key bottleneck to system-level reliability. Automatic failure attri…
Identifying Good and Bad Neurons for Task-Level Controllable LLMs
Wenjie Li, Guansong Pang, Hezhe Qiao +2
Large Language Models have demonstrated remarkable capabilities on multiple-choice question answering benchmarks, but the complex mechanisms underlying their large-scale neurons re…
Deep Learning for Hate Speech Detection: A Comparative Study
Jitendra Singh Malik, Hezhe Qiao, Guansong Pang +1
Automated hate speech detection is an important tool in combating the spread of hate speech, particularly in social media. Numerous methods have been developed for the task, includ…