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Semantics derived automatically from language corpora contain human-like biases

25 August 2016

Papers citing "Semantics derived automatically from language corpora contain human-like biases"

50 / 512 papers shown

Title
Quite Good, but Not Enough: Nationality Bias in Large Language Models -- A Case Study of ChatGPT Shucheng Zhu Weikang Wang Ying Liu 70 6 0 11 May 2024
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes Damin Zhang Yi Zhang Geetanjali Bihani Julia Taylor Rayz 162 3 0 06 May 2024
Closing the Gap in the Trade-off between Fair Representations and Accuracy Biswajit Rout Ananya B. Sai Arun Rajkumar FaML 23 0 0 15 Apr 2024
From Protoscience to Epistemic Monoculture: How Benchmarking Set the Stage for the Deep Learning Revolution Bernard J. Koch David Peterson 88 6 0 09 Apr 2024
SafetyPrompts: a Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety Paul Röttger Fabio Pernisi Bertie Vidgen Dirk Hovy ELM KELM 167 39 0 08 Apr 2024
Detecting Bias in Large Language Models: Fine-tuned KcBERT J. K. Lee T. M. Chung 73 0 0 16 Mar 2024
Surveying the Dead Minds: Historical-Psychological Text Analysis with Contextualized Construct Representation (CCR) for Classical Chinese Yuqi Chen Sixuan Li Ying Li Mohammad Atari 107 5 0 01 Mar 2024
LLMs with Industrial Lens: Deciphering the Challenges and Prospects -- A Survey Ashok Urlana Charaka Vinayak Kumar Ajeet Kumar Singh B. Garlapati S. Chalamala Rahul Mishra 122 8 0 22 Feb 2024
What's in a Name? Auditing Large Language Models for Race and Gender Bias Amit Haim Alejandro Salinas Julian Nyarko 106 38 0 21 Feb 2024
Measuring Social Biases in Masked Language Models by Proxy of Prediction Quality Rahul Zalkikar Kanchan Chandra 139 1 0 21 Feb 2024
Bias in Language Models: Beyond Trick Tests and Toward RUTEd Evaluation Kristian Lum Jacy Reese Anthis Chirag Nagpal Alex DÁmour Alexander D’Amour 122 17 0 20 Feb 2024
Multilingual Text-to-Image Generation Magnifies Gender Stereotypes and Prompt Engineering May Not Help You Felix Friedrich Katharina Hämmerl P. Schramowski Manuel Brack Jindrich Libovický Kristian Kersting Alexander Fraser EGVM 151 14 0 29 Jan 2024
Misgendering and Assuming Gender in Machine Translation when Working with Low-Resource Languages Sourojit Ghosh Srishti Chatterjee 60 0 0 24 Jan 2024
Legal and ethical implications of applications based on agreement technologies: the case of auction-based road intersections José-Antonio Santos Alberto Fernández Mar Moreno-Rebato Holger Billhardt José-A. Rodríguez-García Sascha Ossowski 28 3 0 18 Jan 2024
PEFTDebias : Capturing debiasing information using PEFTs Sumit Agarwal Aditya Srikanth Veerubhotla Srijan Bansal 73 3 0 01 Dec 2023
(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions Olivia Macmillan-Scott Mirco Musolesi 96 1 0 28 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 86 4 0 16 Nov 2023
'Person' == Light-skinned, Western Man, and Sexualization of Women of Color: Stereotypes in Stable Diffusion Sourojit Ghosh Aylin Caliskan 109 34 0 30 Oct 2023
Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language Model Abhijith Chintam Rahel Beloch Willem H. Zuidema Michael Hanna Oskar van der Wal 82 18 0 19 Oct 2023
Language Agents for Detecting Implicit Stereotypes in Text-to-image Models at Scale Qichao Wang Tian Bian Yian Yin Tingyang Xu Hong Cheng Helen M. Meng Zibin Zheng Liang Chen Bingzhe Wu VLM DiffM 58 3 0 18 Oct 2023
Challenges in Annotating Datasets to Quantify Bias in Under-represented Society Vithya Yogarajan Gillian Dobbie Timothy Pistotti Joshua Bensemann Kobe Knowles 93 2 0 11 Sep 2023
Thesis Distillation: Investigating The Impact of Bias in NLP Models on Hate Speech Detection Fatma Elsafoury 84 3 0 31 Aug 2023
Is the U.S. Legal System Ready for AI's Challenges to Human Values? Inyoung Cheong Aylin Caliskan Tadayoshi Kohno SILM ELM AILaw 68 1 0 30 Aug 2023
Mind vs. Mouth: On Measuring Re-judge Inconsistency of Social Bias in Large Language Models Yachao Zhao Bo Wang Dongming Zhao Kun Huang Yan Wang Ruifang He Yuexian Hou 97 4 0 24 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 75 124 0 11 Aug 2023
Unmasking Nationality Bias: A Study of Human Perception of Nationalities in AI-Generated Articles Pranav Narayanan Venkit Sanjana Gautam Ruchi Panchanadikar Tingting Huang Shomir Wilson 60 23 0 08 Aug 2023
The Unequal Opportunities of Large Language Models: Revealing Demographic Bias through Job Recommendations A. Salinas Parth Vipul Shah Yuzhong Huang Robert McCormack Fred Morstatter 101 41 0 03 Aug 2023
Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models Somayeh Ghanbarzadeh Yan-ping Huang Hamid Palangi R. C. Moreno Hamed Khanpour 68 12 0 20 Jul 2023
Learning to Generate Equitable Text in Dialogue from Biased Training Data Anthony Sicilia Malihe Alikhani 114 16 0 10 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi Ghulam Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 113 21 0 09 Jul 2023
Stubborn Lexical Bias in Data and Models Sofia Serrano Jesse Dodge Noah A. Smith 97 2 0 03 Jun 2023
Challenges and Remedies to Privacy and Security in AIGC: Exploring the Potential of Privacy Computing, Blockchain, and Beyond Chuan Chen Zhenpeng Wu Yan-Hao Lai Wen-chao Ou Tianchi Liao Zibin Zheng 136 36 0 01 Jun 2023
PaLI-X: On Scaling up a Multilingual Vision and Language Model Xi Chen Josip Djolonga Piotr Padlewski Basil Mustafa Soravit Changpinyo ... Mojtaba Seyedhosseini A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut VLM 157 203 0 29 May 2023
Are Diffusion Models Vision-And-Language Reasoners? Benno Krojer Elinor Poole-Dayan Vikram S. Voleti Christopher Pal Siva Reddy 107 14 0 25 May 2023
Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets Brandon Smith Miguel Farinha Elizaveta Semenova Hannah Rose Kirk Aleksandar Shtedritski Max Bain 90 19 0 24 May 2023
Trade-Offs Between Fairness and Privacy in Language Modeling Cleo Matzken Steffen Eger Ivan Habernal SILM 115 6 0 24 May 2023
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models Tarek Naous Michael Joseph Ryan Alan Ritter Wei Xu 108 96 0 23 May 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 129 3 0 23 May 2023
Counterfactual Augmentation for Multimodal Learning Under Presentation Bias Victoria Lin Louis-Philippe Morency Dimitrios Dimitriadis Srinagesh Sharma CML 61 1 0 23 May 2023
A Study of Generative Large Language Model for Medical Research and Healthcare C.A.I. Peng Xi Yang Aokun Chen Kaleb E. Smith Nima M. Pournejatian ... W. Hogan E. Shenkman Yi Guo Jiang Bian Yonghui Wu LM&MA ELM AI4MH 218 273 0 22 May 2023
Solving Cosine Similarity Underestimation between High Frequency Words by L2 Norm Discounting Saeth Wannasuphoprasit Yi Zhou Danushka Bollegala 75 4 0 17 May 2023
ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languages Sourojit Ghosh Aylin Caliskan 86 81 0 17 May 2023
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection Shadi Iskander Kira Radinsky Yonatan Belinkov 152 19 0 17 May 2023
"I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation Anaelia Ovalle Palash Goyal Jwala Dhamala Zachary Jaggers Kai-Wei Chang Aram Galstyan R. Zemel Rahul Gupta 95 73 0 17 May 2023
Dual Use Concerns of Generative AI and Large Language Models A. Grinbaum Laurynas Adomaitis MedIm AI4CE 66 16 0 13 May 2023
Constructing Holistic Measures for Social Biases in Masked Language Models Yang Liu Yuexian Hou 25 0 0 12 May 2023
Surfacing Biases in Large Language Models using Contrastive Input Decoding G. Yona Or Honovich Itay Laish Roee Aharoni 65 12 0 12 May 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 121 264 0 07 Apr 2023
Fairness: from the ethical principle to the practice of Machine Learning development as an ongoing agreement with stakeholders Georgina Curto F. Comim FaML 30 1 0 22 Mar 2023
Bias, diversity, and challenges to fairness in classification and automated text analysis. From libraries to AI and back Bettina Berendt Özgür Karadeniz Sercan Kiyak Stefan Mertens L. d’Haenens FaML 23 0 0 07 Mar 2023