From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models

15 May 2023

Papers citing "From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models"

42 / 142 papers shown

Title
Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Vidhisha Balachandran Yulia Tsvetkov 29 78 0 01 Feb 2024
Bias in Opinion Summarisation from Pre-training to Adaptation: A Case Study in Political Bias Nannan Huang Haytham M. Fayek Xiuzhen Zhang 26 1 0 01 Feb 2024
LLM Voting: Human Choices and AI Collective Decision Making Joshua C. Yang Damian Dailisan Marcin Korecki C. I. Hausladen Dirk Helbing 34 17 0 31 Jan 2024
Unlearning Traces the Influential Training Data of Language Models Masaru Isonuma Ivan Titov MU 29 6 0 26 Jan 2024
AI for social science and social science of AI: A Survey Ruoxi Xu Yingfei Sun Mengjie Ren Shiguang Guo Ruotong Pan Hongyu Lin Le Sun Xianpei Han 66 46 0 22 Jan 2024
A Study on Large Language Models' Limitations in Multiple-Choice Question Answering Aisha Khatun Daniel G. Brown ELM 27 13 0 15 Jan 2024
Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges Qingyao Li Lingyue Fu Weiming Zhang Xianyu Chen Jingwei Yu Wei Xia Weinan Zhang Ruiming Tang Yong Yu AI4Ed ELM 43 18 0 27 Dec 2023
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng Jiang 30 8 0 11 Dec 2023
What Do Llamas Really Think? Revealing Preference Biases in Language Model Representations Raphael Tang Xinyu Crystina Zhang Jimmy J. Lin Ferhan Ture 38 6 0 30 Nov 2023
P^3SUM: Preserving Author's Perspective in News Summarization with Diffusion Language Models Yuhan Liu Shangbin Feng Xiaochuang Han Vidhisha Balachandran Chan Young Park Sachin Kumar Yulia Tsvetkov DiffM 44 2 0 16 Nov 2023
You don't need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric Instruments Bangzhao Shu Lechen Zhang Minje Choi Lavinia Dunagan Lajanugen Logeswaran Moontae Lee Dallas Card David Jurgens 27 33 0 16 Nov 2023
Inducing Political Bias Allows Language Models Anticipate Partisan Reactions to Controversies Zihao He Siyi Guo Ashwin Rao Kristina Lerman 21 2 0 16 Nov 2023
Simulating Opinion Dynamics with Networks of LLM-based Agents Yun-Shiuan Chuang Agam Goyal Nikunj Harlalka Siddharth Suresh Robert Hawkins Sijia Yang Dhavan Shah Junjie Hu Timothy T. Rogers AI4CE 21 57 0 16 Nov 2023
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion? Yusuke Sakai Hidetaka Kamigaito Katsuhiko Hayashi Taro Watanabe 26 1 0 15 Nov 2023
Fair Abstractive Summarization of Diverse Perspectives Yusen Zhang Nan Zhang Yixin Liu Alexander R. Fabbri Junru Liu ... Caiming Xiong Jieyu Zhao Dragomir R. Radev Kathleen McKeown Rui Zhang 36 8 0 14 Nov 2023
ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences Yuanhe Tian Ruyi Gan Yan Song Jiaxing Zhang Yongdong Zhang AI4MH AI4CE LM&MA 27 31 0 10 Nov 2023
Large Human Language Models: A Need and the Challenges Nikita Soni H. A. Schwartz João Sedoc Niranjan Balasubramanian ALM AI4CE 30 11 0 09 Nov 2023
On the steerability of large language models toward data-driven personas Junyi Li Ninareh Mehrabi Charith Peris Palash Goyal Kai-Wei Chang Aram Galstyan Richard Zemel Rahul Gupta 31 30 0 08 Nov 2023
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models Laura Cabello Emanuele Bugliarello Stephanie Brandl Desmond Elliott 23 7 0 26 Oct 2023
Generative Language Models Exhibit Social Identity Biases Tiancheng Hu Yara Kyrychenko Steve Rathje Nigel Collier S. V. D. Linden Jon Roozenbeek 38 37 0 24 Oct 2023
Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging Joel Jang Seungone Kim Bill Yuchen Lin Yizhong Wang Jack Hessel Luke Zettlemoyer Hannaneh Hajishirzi Yejin Choi Prithviraj Ammanabrolu MoMe 57 133 0 17 Oct 2023
Resolving Knowledge Conflicts in Large Language Models Yike Wang Shangbin Feng Heng Wang Weijia Shi Vidhisha Balachandran Tianxing He Yulia Tsvetkov 56 12 0 02 Oct 2023
Bridging the Gulf of Envisioning: Cognitive Design Challenges in LLM Interfaces Hariharan Subramonyam Roy Pea Christopher Pondoc Maneesh Agrawala Colleen M. Seifert 40 47 0 25 Sep 2023
Rehearsal: Simulating Conflict to Teach Conflict Resolution Omar Shaikh Valentino Chai Michele J. Gelfand Diyi Yang Michael S. Bernstein 24 55 0 21 Sep 2023
Empowering Private Tutoring by Chaining Large Language Models Yulin Chen Ning Ding Hai-Tao Zheng Zhiyuan Liu Maosong Sun Bowen Zhou AI4Ed KELM ELM 16 11 0 15 Sep 2023
$Decolonial AI Alignment: Openness, Viśe\d{s}a-Dharma, and Including Excluded Knowledges$ Decolonial AI Alignment: Openness, Viśe\d{s}a-Dharma, and Including Excluded Knowledges Kush R. Varshney 44 2 0 10 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas L. Griffiths LLMAG LM&Ro 56 154 0 05 Sep 2023
Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties Taylor Sorensen Liwei Jiang Jena D. Hwang Sydney Levine Valentina Pyatkin ... Kavel Rao Chandra Bhagavatula Maarten Sap J. Tasioulas Yejin Choi SLR 24 51 0 02 Sep 2023
Prompting a Large Language Model to Generate Diverse Motivational Messages: A Comparison with Human-Written Messages Samuel Rhys Cox Ashraf Abdul Wei Tsang Ooi ALM 33 13 0 25 Aug 2023
Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural Dimensions Reem I. Masoud Ziquan Liu Martin Ferianc Philip C. Treleaven Miguel R. D. Rodrigues 27 50 0 25 Aug 2023
Large Language Models to Identify Social Determinants of Health in Electronic Health Records Marco Guevara Shan Chen S. Thomas T. Chaunzwa I. Franco ... Susan M. Harper Hugo J. W. L. Aerts G. Savova Raymond H. Mak Danielle S. Bitterman LM&MA 23 113 0 11 Aug 2023
Questioning the Survey Responses of Large Language Models Ricardo Dominguez-Olmedo Moritz Hardt Celestine Mendler-Dünner 34 31 0 13 Jun 2023
This Land is {Your, My} Land: Evaluating Geopolitical Biases in Language Models Bryan Li Samar Haider Chris Callison-Burch 23 16 0 24 May 2023
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models Tarek Naous Michael Joseph Ryan Alan Ritter Wei-ping Xu 37 85 0 23 May 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 50 30 0 17 May 2023
Entity-Based Evaluation of Political Bias in Automatic Summarization Karen Zhou Chenhao Tan 37 1 0 03 May 2023
Koala: An Index for Quantifying Overlaps with Pre-training Corpora Thuy-Trang Vu Xuanli He Gholamreza Haffari Ehsan Shareghi CLL 27 13 0 26 Mar 2023
Blacks is to Anger as Whites is to Joy? Understanding Latent Affective Bias in Large Pre-trained Neural Language Models Anoop Kadan P Deepak Sahely Bhadra Manjary P.Gangan L. LajishV. 19 2 0 21 Jan 2023
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 77 85 0 14 Oct 2022
CommunityLM: Probing Partisan Worldviews from Language Models Hang Jiang Doug Beeferman Brandon Roy Dwaipayan Roy 101 32 0 15 Sep 2022
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 425 2,588 0 03 Sep 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 242 320 0 21 Aug 2019