Large Language Models Still Exhibit Bias in Long Text

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Large Language Models Still Exhibit Bias in Long Text

23 October 2024

Ashkan Yousefpour

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Papers citing "Large Language Models Still Exhibit Bias in Long Text"

16 / 16 papers shown

Title
SAFEPATH: Preventing Harmful Reasoning in Chain-of-Thought via Early Alignment Wonje Jeung Sangyeon Yoon Minsuk Kahng Albert No LRM LLMSV 165 1 0 20 May 2025
SEPS: A Separability Measure for Robust Unlearning in LLMs Wonje Jeung Sangyeon Yoon Albert No MU VLM 220 1 0 20 May 2025
GenderBench: Evaluation Suite for Gender Biases in LLMs Matúš Pikuliak 79 0 0 17 May 2025
Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation Xi Wang Hossein A. Rahmani Jiqun Liu Emine Yilmaz 73 12 0 25 Oct 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,761 0 15 Mar 2023
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice Oh 218 101 0 13 Sep 2021
Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation Shahar Levy Koren Lazar Gabriel Stanovsky 67 70 0 08 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 251 3,789 0 03 Sep 2021
Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets Irene Solaiman Christy Dennison 110 226 0 18 Jun 2021
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models Soumya Barikeri Anne Lauscher Ivan Vulić Goran Glavaš 96 184 0 07 Jun 2021
Measuring and Reducing Gendered Correlations in Pre-trained Models Kellie Webster Xuezhi Wang Ian Tenney Alex Beutel Emily Pitler Ellie Pavlick Jilin Chen Ed Chi Slav Petrov FaML 84 260 0 12 Oct 2020
UnQovering Stereotyping Biases via Underspecified Questions Tao Li Tushar Khot Daniel Khashabi Ashish Sabharwal Vivek Srikumar 71 138 0 06 Oct 2020
Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases W. Guo Aylin Caliskan 39 245 0 06 Jun 2020
On Measuring and Mitigating Biased Inferences of Word Embeddings Sunipa Dev Tao Li J. M. Phillips Vivek Srikumar 81 174 0 25 Aug 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 116 453 0 18 Jun 2019
RACE: Large-scale ReAding Comprehension Dataset From Examinations Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard H. Hovy ELM 203 1,359 0 15 Apr 2017

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