LoFiT: Localized Fine-tuning on LLM Representations

3 June 2024

Papers citing "LoFiT: Localized Fine-tuning on LLM Representations"

11 / 11 papers shown

Title
ShadowCoT: Cognitive Hijacking for Stealthy Reasoning Backdoors in LLMs Gejian Zhao Hanzhou Wu Xinpeng Zhang Athanasios V. Vasilakos LRM 36 1 0 08 Apr 2025
How to Steer LLM Latents for Hallucination Detection? Seongheon Park Xuefeng Du Min-Hsuan Yeh Haobo Wang Yixuan Li LLMSV 44 1 0 01 Mar 2025
Math Neurosurgery: Isolating Language Models' Math Reasoning Abilities Using Only Forward Passes Bryan R Christ Zack Gottesman Jonathan Kropko Thomas Hartvigsen LRM 49 2 0 20 Feb 2025
SEER: Self-Explainability Enhancement of Large Language Models' Representations Guanxu Chen Dongrui Liu Tao Luo Jing Shao LRM MILM 59 1 0 07 Feb 2025
Risk-Aware Distributional Intervention Policies for Language Models Bao Nguyen Binh Nguyen Duy Nguyen V. Nguyen 28 1 0 28 Jan 2025
Understanding Synthetic Context Extension via Retrieval Heads Xinyu Zhao Fangcong Yin Greg Durrett 33 0 0 31 Dec 2024
Programming Refusal with Conditional Activation Steering Bruce W. Lee Inkit Padhi K. Ramamurthy Erik Miehling Pierre L. Dognin Manish Nagireddy Amit Dhurandhar LLMSV 89 13 0 06 Sep 2024
Attention Heads of Large Language Models: A Survey Zifan Zheng Yezhaohui Wang Yuxin Huang Shichao Song Mingchuan Yang Bo Tang Feiyu Xiong Zhiyu Li LRM 45 21 0 05 Sep 2024
PERP: Rethinking the Prune-Retrain Paradigm in the Era of LLMs Max Zimmer Megi Andoni Christoph Spiegel S. Pokutta VLM 48 10 0 23 Dec 2023
Dissecting Recall of Factual Associations in Auto-Regressive Language Models Mor Geva Jasmijn Bastings Katja Filippova Amir Globerson KELM 189 260 0 28 Apr 2023
In-context Learning and Induction Heads Catherine Olsson Nelson Elhage Neel Nanda Nicholas Joseph Nova Dassarma ... Tom B. Brown Jack Clark Jared Kaplan Sam McCandlish C. Olah 240 453 0 24 Sep 2022