Search Results for author: Yongqi Leng

Found 4 papers, 3 papers with code

Large Language Model Safety: A Holistic Survey

1 code implementation23 Dec 2024 Dan Shi, Tianhao Shen, Yufei Huang, Zhigen Li, Yongqi Leng, Renren Jin, Chuang Liu, Xinwei Wu, Zishan Guo, Linhao Yu, Ling Shi, Bojian Jiang, Deyi Xiong

The rapid development and deployment of large language models (LLMs) have introduced a new frontier in artificial intelligence, marked by unprecedented capabilities in natural language understanding and generation.

Language Modeling Language Modelling +4

Self-Pluralising Culture Alignment for Large Language Models

1 code implementation16 Oct 2024 Shaoyang Xu, Yongqi Leng, Linhao Yu, Deyi Xiong

In this paper, we propose CultureSPA, a Self-Pluralising Culture Alignment framework that allows LLMs to simultaneously align to pluralistic cultures.

Prompt Engineering

CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models

1 code implementation19 Aug 2024 Linhao Yu, Yongqi Leng, Yufei Huang, Shang Wu, Haixin Liu, Xinmeng Ji, Jiahui Zhao, Jinwang Song, Tingting Cui, Xiaoqing Cheng, Tao Liu, Deyi Xiong

These help us curate CMoralEval that encompasses both explicit moral scenarios (14, 964 instances) and moral dilemma scenarios (15, 424 instances), each with instances from different data sources.

Diversity Language Modeling +3

Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons

no code implementations9 Jul 2024 Yongqi Leng, Deyi Xiong

With these identified task-specific neurons, we delve into two common problems in multi-task learning and continuous learning: Generalization and Catastrophic Forgetting.

Multi-Task Learning

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