Understanding How Value Neurons Shape the Generation of Specified Values in LLMs

23 May 2025

Papers citing "Understanding How Value Neurons Shape the Generation of Specified Values in LLMs"

27 / 27 papers shown

Title
The Compositional Architecture of Regret in Large Language Models Xiangxiang Cui Shu Yang Tianjin Huang Wanyu Lin Lijie Hu Di Wang 22 0 0 18 Jun 2025
Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs Wenrui Zhou Shu Yang Qingsong Yang Zikun Guo Lijie Hu Di Wang 15 0 0 08 Jun 2025
Towards User-level Private Reinforcement Learning with Human Feedback Jing Zhang Mingxi Lei Meng Ding Mengdi Li Zihang Xiang Difei Xu Jinhui Xu Di Wang 107 3 0 22 Feb 2025
Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements Shu Yang Shenzhe Zhu Zeyu Wu Keyu Wang Junchi Yao Junchao Wu Lijie Hu Mengdi Li Derek F. Wong Di Wang 71 9 0 18 Feb 2025
Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning Lefei Zhang Lijie Hu Di Wang LRM 194 5 0 17 Feb 2025
EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification Li Zhang Wenshuo Dong Zhuoran Zhang Shu Yang Lijie Hu Ninghao Liu Pan Zhou Di Wang 97 4 0 07 Feb 2025
Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing Zeping Yu Sophia Ananiadou KELM 114 3 0 24 Jan 2025
A Survey on Responsible LLMs: Inherent Risk, Malicious Use, and Mitigation Strategy Huandong Wang Wenjie Fu Yingzhou Tang Zhilong Chen Yanhua Huang J. Piao Chen Gao Fengli Xu Tao Jiang Yongqian Li PILM 99 10 0 17 Jan 2025
Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing Zhuoran Zhang Yongqian Li Zijian Kan Keyuan Cheng Lijie Hu Di Wang KELM 83 13 0 08 Oct 2024
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis Zeping Yu Sophia Ananiadou LRM MILM 109 14 0 21 Sep 2024
Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons Yongqi Leng Deyi Xiong 116 8 0 09 Jul 2024
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models Tianyi Tang Wenyang Luo Haoyang Huang Dongdong Zhang Xiaolei Wang Xin Zhao Furu Wei Ji-Rong Wen 105 60 0 26 Feb 2024
KorNAT: LLM Alignment Benchmark for Korean Social Values and Common Knowledge Jiyoung Lee Minwoo Kim Seungho Kim Junghwan Kim Seunghyun Won Hwaran Lee Edward Choi ALM 127 17 0 21 Feb 2024
MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning Shu Yang Muhammad Asif Ali Cheng-Long Wang Lijie Hu Di Wang CLL MoE 114 46 0 17 Feb 2024
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks Allen Nie Yuhui Zhang Atharva Amdekar Chris Piech Tatsunori Hashimoto Tobias Gerstenberg 80 40 0 30 Oct 2023
Evaluating the Moral Beliefs Encoded in LLMs Nino Scherrer Claudia Shi Amir Feder David M. Blei 89 139 0 26 Jul 2023
Enhancing Chat Language Models by Scaling High-quality Instructional Conversations Ning Ding Yulin Chen Bokai Xu Yujia Qin Zhi Zheng Shengding Hu Zhiyuan Liu Maosong Sun Bowen Zhou ALM 150 554 0 23 May 2023
Toxicity in ChatGPT: Analyzing Persona-assigned Language Models Ameet Deshpande Vishvak Murahari Tanmay Rajpurohit Ashwin Kalyan Karthik Narasimhan LM&MA LLMAG 81 371 0 11 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 422 1,989 0 07 Apr 2023
Assessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical Study Yong Cao Li Zhou Seolhwa Lee Laura Cabello Min Chen Daniel Hershcovich 95 185 0 30 Mar 2023
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment Yang Liu Dan Iter Yichong Xu Shuohang Wang Ruochen Xu Chenguang Zhu ELM ALM LM&MA 217 1,213 0 29 Mar 2023
Mass-Editing Memory in a Transformer Kevin Meng Arnab Sen Sharma A. Andonian Yonatan Belinkov David Bau KELM VLM 154 599 0 13 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 910 13,249 0 04 Mar 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 255 1,392 0 10 Feb 2022
Alignment of Language Agents Zachary Kenton Tom Everitt Laura Weidinger Iason Gabriel Vladimir Mikulik G. Irving 85 166 0 26 Mar 2021
Transformer Feed-Forward Layers Are Key-Value Memories Mor Geva R. Schuster Jonathan Berant Omer Levy KELM 195 849 0 29 Dec 2020
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 845 132,963 0 12 Jun 2017