2 citations · 2 across the 16 of their papers we have counts for
4 papers · 1 filter
Plant, Persist, Trigger: Sleeper Attack on Large Language Model Agents
Yongxiang Li, Moxin Li, Zhixin Ma +4
Large Language Model (LLM) agents remain vulnerable to safety threats from the external environment, where attackers inject adversarial content into external observations such as t…
Pairwise Preference Reward and Group-Based Diversity Enhancement for Superior Open-Ended Generation
Guining Cao, Jiaxin Peng, Chu Zeng +3
Current reinforcement learning(RL) methods are broadly applicable and powerful in verifiable settings where scalar rewards can be provided. However, in open-ended generation tasks,…
TableReasoner: Advancing Table Reasoning Framework with Large Language Models
Sishi Xiong, Dakai Wang, Yu Zhao +8
The paper presents our system developed for table question answering (TQA). TQA tasks face challenges due to the characteristics of real-world tabular data, such as large size, inc…
Emotional Support with LLM-based Empathetic Dialogue Generation
Shiquan Wang, Ruiyu Fang, Zhongjiang He +2
Emotional Support Conversation (ESC) aims to provide empathetic and effective emotional assistance through dialogue, addressing the growing demand for mental health support. This p…