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 / 315 papers shown

Title
(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions Olivia Macmillan-Scott Mirco Musolesi 40 1 0 28 Nov 2023
Compositional Fusion of Signals in Data Embedding Zhijin Guo Zhaozhen Xu Martha Lewis N. Cristianini 19 0 0 18 Nov 2023
Labor Space: A Unifying Representation of the Labor Market via Large Language Models Seongwoon Kim Yong-Yeol Ahn Jaehyuk Park 14 1 0 09 Nov 2023
Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications Yanchen Liu Srishti Gautam Jiaqi Ma Himabindu Lakkaraju LMTD 24 12 0 23 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 28 16 0 19 Oct 2023
Thesis Distillation: Investigating The Impact of Bias in NLP Models on Hate Speech Detection Fatma Elsafoury 29 3 0 31 Aug 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 52 60 0 20 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 34 34 0 03 Aug 2023
NBIAS: A Natural Language Processing Framework for Bias Identification in Text Shaina Razaa Muskan Garg Deepak John Reji Syed Raza Bashir Chen Ding 42 45 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 37 12 0 20 Jul 2023
Learning to Generate Equitable Text in Dialogue from Biased Training Data Anthony Sicilia Malihe Alikhani 49 15 0 10 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi G. Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 26 21 0 09 Jul 2023
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution S. Hall F. G. Abrantes Hanwen Zhu Grace A. Sodunke Aleksandar Shtedritski Hannah Rose Kirk CoGe 25 39 0 21 Jun 2023
Taught by the Internet, Exploring Bias in OpenAIs GPT3 Ali Ayaz Aditya Nawalgaria Ruilian Yin 18 0 0 04 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 68 189 0 29 May 2023
Are Diffusion Models Vision-And-Language Reasoners? Benno Krojer Elinor Poole-Dayan Vikram S. Voleti Christopher Pal Siva Reddy 45 13 0 25 May 2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases Leonard Salewski Stephan Alaniz Isabel Rio-Torto Eric Schulz Zeynep Akata 44 151 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
HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine Conversations Anthony Sicilia Jennifer C. Gates Malihe Alikhani 11 4 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 37 2 0 23 May 2023
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models Leonardo Ranaldi Elena Sofia Ruzzetti Davide Venditti Dario Onorati Fabio Massimo Zanzotto 35 35 0 23 May 2023
Language-Agnostic Bias Detection in Language Models with Bias Probing Abdullatif Köksal Omer F. Yalcin Ahmet Akbiyik M. Kilavuz Anna Korhonen Hinrich Schütze 41 1 0 22 May 2023
Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis Seraphina Goldfarb-Tarrant Bjorn Ross Adam Lopez 36 7 0 22 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 35 69 0 17 May 2023
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection Shadi Iskander Kira Radinsky Yonatan Belinkov 38 17 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 25 61 0 17 May 2023
On the Origins of Bias in NLP through the Lens of the Jim Code Fatma Elsafoury Gavin Abercrombie 44 4 0 16 May 2023
Constructing Holistic Measures for Social Biases in Masked Language Models Yang Liu Yuexian Hou 20 0 0 12 May 2023
Surfacing Biases in Large Language Models using Contrastive Input Decoding G. Yona Or Honovich Itay Laish Roee Aharoni 27 11 0 12 May 2023
A Portrait of Emotion: Empowering Self-Expression through AI-Generated Art Y. Lee Yongha Park S. Hahn 19 3 0 26 Apr 2023
Effectiveness of Debiasing Techniques: An Indigenous Qualitative Analysis Vithya Yogarajan Gillian Dobbie Henry Gouk 14 3 0 17 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 36 247 0 07 Apr 2023
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning Hongyin Luo James R. Glass NAI 26 7 0 10 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 16 0 0 07 Mar 2023
In-Depth Look at Word Filling Societal Bias Measures Matúš Pikuliak Ivana Benová Viktor Bachratý 29 9 0 24 Feb 2023
Auditing large language models: a three-layered approach Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 48 196 0 16 Feb 2023
Evaluation of Word Embeddings for the Social Sciences Ricardo Schiffers Dagmar Kern Daniel Hienert 19 0 0 13 Feb 2023
Counter-GAP: Counterfactual Bias Evaluation through Gendered Ambiguous Pronouns Zhongbin Xie Vid Kocijan Thomas Lukasiewicz Oana-Maria Camburu 10 2 0 11 Feb 2023
Scaling Vision Transformers to 22 Billion Parameters Mostafa Dehghani Josip Djolonga Basil Mustafa Piotr Padlewski Jonathan Heek ... Mario Luvcić Xiaohua Zhai Daniel Keysers Jeremiah Harmsen N. Houlsby MLLM 63 572 0 10 Feb 2023
The Gradient of Generative AI Release: Methods and Considerations Irene Solaiman 33 98 0 05 Feb 2023
Nationality Bias in Text Generation Pranav Narayanan Venkit Sanjana Gautam Ruchi Panchanadikar Ting-Hao 'Kenneth' Huang Shomir Wilson 35 51 0 05 Feb 2023
FineDeb: A Debiasing Framework for Language Models Akash Saravanan Dhruv Mullick Habibur Rahman Nidhi Hegde FedML AI4CE 23 4 0 05 Feb 2023
Less, but Stronger: On the Value of Strong Heuristics in Semi-supervised Learning for Software Analytics Huy Tu Tim Menzies 28 0 0 03 Feb 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 29 209 0 16 Jan 2023
Improving Human-AI Collaboration With Descriptions of AI Behavior Ángel Alexander Cabrera Adam Perer Jason I. Hong 35 34 0 06 Jan 2023
The political ideology of conversational AI: Converging evidence on ChatGPT's pro-environmental, left-libertarian orientation Jochen Hartmann Jasper Schwenzow Maximilian Witte 22 203 0 05 Jan 2023
The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings Francisco Valentini Germán Rosati D. Slezak Edgar Altszyler FaML 6 8 0 02 Jan 2023
Trustworthy Social Bias Measurement Rishi Bommasani Percy Liang 27 10 0 20 Dec 2022
The effects of gender bias in word embeddings on depression prediction Gizem Sogancioglu Heysem Kaya 26 3 0 15 Dec 2022
Paraphrase Identification with Deep Learning: A Review of Datasets and Methods Chao Zhou Cheng Qiu Daniel Ernesto Acuna 32 25 0 13 Dec 2022