CFL: Causally Fair Language Models Through Token-level Attribute
Controlled Generation

CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation

1 June 2023

Kahini Wadhawan

Papers citing "CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation"

10 / 10 papers shown

Title
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models Ruta Binkyte Ivaxi Sheth Zhijing Jin Mohammad Havaei Bernhard Schölkopf Mario Fritz 134 0 0 28 Feb 2025
Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue Shixuan Fan Wei Wei Wendi Li Xian-Ling Mao Wenfeng Xie Dangyang Chen 98 1 0 04 Jun 2024
Large Language Models and Causal Inference in Collaboration: A Survey Xiaoyu Liu Paiheng Xu Junda Wu Jiaxin Yuan Yifan Yang ... Haoliang Wang Tong Yu Julian McAuley Wei Ai Furong Huang ELM LRM 77 34 0 14 Mar 2024
Causal ATE Mitigates Unintended Bias in Controlled Text Generation Rahul Madhavan Kahini Wadhawan 43 0 0 19 Nov 2023
Challenges in Detoxifying Language Models Johannes Welbl Amelia Glaese J. Uesato Sumanth Dathathri John F. J. Mellor Lisa Anne Hendricks Kirsty Anderson Pushmeet Kohli Ben Coppin Po-Sen Huang LM&MA 250 193 0 15 Sep 2021
Towards generalisable hate speech detection: a review on obstacles and solutions Wenjie Yin A. Zubiaga 117 164 0 17 Feb 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 290 1,815 0 14 Dec 2020
Exploring Controllable Text Generation Techniques Shrimai Prabhumoye A. Black Ruslan Salakhutdinov AI4CE 158 84 0 04 May 2020
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 280 1,595 0 18 Sep 2019
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 217 616 0 03 Sep 2019