1 code implementation • 19 Feb 2025 • Xiaofei Wen, Wenxuan Zhou, Wenjie Jacky Mo, Muhao Chen
Ensuring the safety of large language models (LLMs) is critical as they are deployed in real-world applications.
no code implementations • 20 Dec 2024 • Jingyuan Qi, Zian Jia, Minqian Liu, Wangzhi Zhan, Junkai Zhang, Xiaofei Wen, Jingru Gan, Jianpeng Chen, Qin Liu, Mingyu Derek Ma, Bangzheng Li, Haohui Wang, Adithya Kulkarni, Muhao Chen, Dawei Zhou, Ling Li, Wei Wang, Lifu Huang
The discovery of novel mechanical metamaterials, whose properties are dominated by their engineered structures rather than chemical composition, is a knowledge-intensive and resource-demanding process.
no code implementations • 4 Jun 2024 • Shixuan Fan, Wei Wei, Xiaofei Wen, Xianling Mao, Jixiong Chen, Dangyang Chen
Recently, the topic-grounded dialogue (TGD) system has become increasingly popular as its powerful capability to actively guide users to accomplish specific tasks through topic-guided conversations.
1 code implementation • 16 May 2024 • Xiaofei Wen, Bangzheng Li, Tenghao Huang, Muhao Chen
To mitigate this issue, this study explores a novel contradictory dialogue processing task that aims to detect and modify contradictory statements in a conversation.
no code implementations • 17 Oct 2022 • Xiaofei Wen, Wei Wei, Xian-Ling Mao
To address the problem, in this paper we propose a novel approach, named Sequential Global Topic Attention (SGTA) to exploit topic transition over all conversations in a subtle way for better modeling post-to-response topic-transition and guiding the response generation to the current conversation.