Parameter-Efficient Detoxification with Contrastive Decoding

Parameter-Efficient Detoxification with Contrastive Decoding

13 January 2024

Yingbo Zhou

Papers citing "Parameter-Efficient Detoxification with Contrastive Decoding"

11 / 11 papers shown

Title
Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet Berk Atil Vipul Gupta Sarkar Snigdha Sarathi Das R. Passonneau 124 0 0 07 Feb 2025
Towards Inference-time Category-wise Safety Steering for Large Language Models Amrita Bhattacharjee Shaona Ghosh Traian Rebedea Christopher Parisien LLMSV 29 3 0 02 Oct 2024
Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts Tingchen Fu Yupeng Hou Julian McAuley Rui Yan 28 3 0 09 Aug 2024
Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing Huanqian Wang Yang Yue Rui Lu Jingxin Shi Andrew Zhao Shenzhi Wang Shiji Song Gao Huang LM&Ro KELM 36 6 0 11 Jul 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 31 18 0 08 Jul 2024
Fine-Grained Detoxification via Instance-Level Prefixes for Large Language Models Xin Yi Linlin Wang Xiaoling Wang Liang He MoMe 35 1 0 23 Feb 2024
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback Songyang Gao Qiming Ge Wei Shen Shihan Dou Junjie Ye ... Yicheng Zou Zhi Chen Hang Yan Qi Zhang Dahua Lin 47 10 0 21 Jan 2024
CMD: a framework for Context-aware Model self-Detoxification Zecheng Tang Keyan Zhou Juntao Li Yuyang Ding Pinzheng Wang Bowen Yan Minzhang MU 18 5 0 16 Aug 2023
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 217 143 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,835 0 18 Apr 2021
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 206 615 0 03 Sep 2019