Furui Cheng

schoolETH Zurichbar_chart#4710 Global Rank

Total Papers

HCI Rank

#4710

Research Areas

Years Active

Recent Publications

DiLLS: Interactive Diagnosis of LLM-based Multi-agent Systems via Layered Summary of Agent Behaviors

Large language model (LLM)-based multi-agent systems have demonstrated impressive capabilities in handling complex tasks. However, the complexity of agentic behaviors makes these systems difficult to understand. When failures occur, developers often struggle to identify root causes and to determine actionable paths fo…

UIST '252nd AuthorHuman-LLM Collaboration +1

DxHF: Providing High-Quality Human Feedback for LLM Alignment with Interactive Decomposition

Human preferences are widely used to align large language models (LLMs) through methods such as reinforcement learning from human feedback (RLHF). However, the current user interfaces require annotators to compare text paragraphs, which is cognitively challenging when the texts are long or unfamiliar. This paper contr…

CHI '241st AuthorExplainable AI (XAI) +2

RELIC: Investigating Large Language Model Responses using Self-Consistency

Large Language Models (LLMs) are notorious for blending fact with fiction and generating non-factual content, known as hallucinations. To address this challenge, we propose an interactive system that helps users gain insight into the reliability of the generated text. Our approach is based on the idea that the self-co…

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