Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems

11 May 2018

Papers citing "Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems"

50 / 250 papers shown

Title
Benefits and Harms of Large Language Models in Digital Mental Health Munmun De Choudhury Sachin R. Pendse Neha Kumar LM&MA AI4MH 24 41 0 07 Nov 2023
Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance Thiemo Wambsganss Xiaotian Su Vinitra Swamy Seyed Parsa Neshaei Roman Rietsche Tanja Kaser 26 18 0 06 Nov 2023
Task-Agnostic Low-Rank Adapters for Unseen English Dialects Zedian Xiao William B. Held Yanchen Liu Diyi Yang 31 7 0 02 Nov 2023
Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition Isaac Slaughter Craig Greenberg Reva Schwartz Aylin Caliskan 24 4 0 29 Oct 2023
Towards Detecting Contextual Real-Time Toxicity for In-Game Chat Zachary Yang Nicolas Grenan-Godbout Reihaneh Rabbany 22 3 0 20 Oct 2023
A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models Yi Zhou Jose Camacho-Collados Danushka Bollegala 81 6 0 19 Oct 2023
The Sentiment Problem: A Critical Survey towards Deconstructing Sentiment Analysis Pranav Narayanan Venkit Mukund Srinath Sanjana Gautam Saranya Venkatraman Vipul Gupta R. Passonneau Shomir Wilson 40 14 0 18 Oct 2023
Envisioning Narrative Intelligence: A Creative Visual Storytelling Anthology Brett A. Halperin S. Lukin CoGe 63 24 0 06 Oct 2023
Large Language Model Alignment: A Survey Tianhao Shen Renren Jin Yufei Huang Chuang Liu Weilong Dong Zishan Guo Xinwei Wu Yan Liu Deyi Xiong LM&MA 19 176 0 26 Sep 2023
Survey of Social Bias in Vision-Language Models Nayeon Lee Yejin Bang Holy Lovenia Samuel Cahyawijaya Wenliang Dai Pascale Fung VLM 44 16 0 24 Sep 2023
Challenges in Annotating Datasets to Quantify Bias in Under-represented Society Vithya Yogarajan Gillian Dobbie Timothy Pistotti Joshua Bensemann Kobe Knowles 23 2 0 11 Sep 2023
Evaluating Chatbots to Promote Users' Trust -- Practices and Open Problems Biplav Srivastava Kausik Lakkaraju T. Koppel Vignesh Narayanan Ashish Kundu Sachindra Joshi 29 2 0 09 Sep 2023
Studying the impacts of pre-training using ChatGPT-generated text on downstream tasks Sarthak Anand 19 0 0 02 Sep 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan A. Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 21 490 0 02 Sep 2023
Gender bias and stereotypes in Large Language Models Hadas Kotek Rikker Dockum David Q. Sun 44 206 0 28 Aug 2023
CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias Vipul Gupta Pranav Narayanan Venkit Hugo Laurenccon Shomir Wilson R. Passonneau 46 12 0 24 Aug 2023
A survey on bias in machine learning research Agnieszka Mikołajczyk-Bareła M. Grochowski AI4CE FaML 30 5 0 22 Aug 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 52 59 0 20 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 14 19 0 08 Aug 2023
Building Socio-culturally Inclusive Stereotype Resources with Community Engagement Sunipa Dev J. Goyal Dinesh Tewari Shachi Dave Vinodkumar Prabhakaran 22 22 0 20 Jul 2023
Automated Ableism: An Exploration of Explicit Disability Biases in Sentiment and Toxicity Analysis Models Pranav Narayanan Venkit Mukund Srinath Shomir Wilson 33 17 0 18 Jul 2023
CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models Yufei Huang Deyi Xiong ALM 34 17 0 28 Jun 2023
Gender Bias in BERT -- Measuring and Analysing Biases through Sentiment Rating in a Realistic Downstream Classification Task Sophie F. Jentzsch Cigdem Turan 13 31 0 27 Jun 2023
Gender Bias in Transformer Models: A comprehensive survey Praneeth Nemani Yericherla Deepak Joel Pallavi Vijay Farhana Ferdousi Liza 24 3 0 18 Jun 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 42 20 0 13 Jun 2023
Bias Against 93 Stigmatized Groups in Masked Language Models and Downstream Sentiment Classification Tasks Katelyn Mei Sonia Fereidooni Aylin Caliskan 16 45 0 08 Jun 2023
Are fairness metric scores enough to assess discrimination biases in machine learning? Fanny Jourdan Laurent Risser Jean-Michel Loubes Nicholas M. Asher FaML 14 5 0 08 Jun 2023
D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias Sabit Hassan Malihe Alikhani AI4CE 17 10 0 26 May 2023
An Efficient Multilingual Language Model Compression through Vocabulary Trimming Asahi Ushio Yi Zhou Jose Camacho-Collados 41 7 0 24 May 2023
Evaluation of African American Language Bias in Natural Language Generation Nicholas Deas Jessica A. Grieser Shana Kleiner D. Patton Elsbeth Turcan Kathleen McKeown 13 26 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
DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules Yanchen Liu William B. Held Diyi Yang 53 10 0 22 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 33 1 0 22 May 2023
Should We Attend More or Less? Modulating Attention for Fairness A. Zayed Gonçalo Mordido Samira Shabanian Sarath Chandar 37 10 0 22 May 2023
This Prompt is Measuring <MASK>: Evaluating Bias Evaluation in Language Models Seraphina Goldfarb-Tarrant Eddie L. Ungless Esma Balkir Su Lin Blodgett 34 9 0 22 May 2023
Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis Seraphina Goldfarb-Tarrant Bjorn Ross Adam Lopez 33 7 0 22 May 2023
ToxBuster: In-game Chat Toxicity Buster with BERT Zachary Yang Yasmine Maricar M. Davari Nicolas Grenon-Godbout Reihaneh Rabbany 22 3 0 21 May 2023
Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages Seraphina Goldfarb-Tarrant Adam Lopez Roi Blanco Diego Marcheggiani 26 13 0 19 May 2023
In the Name of Fairness: Assessing the Bias in Clinical Record De-identification Yuxin Xiao S. Lim Tom Pollard Marzyeh Ghassemi 21 12 0 18 May 2023
A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges Usman Gohar Lu Cheng FaML 29 31 0 11 May 2023
Explanation-based Finetuning Makes Models More Robust to Spurious Cues Josh Magnus Ludan Yixuan Meng Nguyen Tai Saurabh Shah Qing Lyu Marianna Apidianaki Chris Callison-Burch AAML LRM 26 17 0 08 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
ACROCPoLis: A Descriptive Framework for Making Sense of Fairness Andrea Aler Tubella Dimitri Coelho Mollo Adam Dahlgren Lindstrom Hannah Devinney Virginia Dignum ... Anna Jonsson T. Kampik Tom Lenaerts Julian Alfredo Mendez J. Nieves 34 8 0 19 Apr 2023
Evaluating Verifiability in Generative Search Engines Nelson F. Liu Tianyi Zhang Percy Liang HILM 31 233 0 19 Apr 2023
Model and Evaluation: Towards Fairness in Multilingual Text Classification Nankai Lin Junheng He Zhenghang Tang Dong-ping Zhou Aimin Yang 15 1 0 28 Mar 2023
DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision Sungwon Han Seungeon Lee Fangzhao Wu Sundong Kim Chuhan Wu Xiting Wang Xing Xie M. Cha FaML 15 6 0 15 Mar 2023
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning Hongyin Luo James R. Glass NAI 21 7 0 10 Mar 2023
Counter-GAP: Counterfactual Bias Evaluation through Gendered Ambiguous Pronouns Zhongbin Xie Vid Kocijan Thomas Lukasiewicz Oana-Maria Camburu 8 2 0 11 Feb 2023
Advances in Automatically Rating the Trustworthiness of Text Processing Services Biplav Srivastava Kausik Lakkaraju Mariana Bernagozzi Marco Valtorta 30 6 0 04 Feb 2023
Rating Sentiment Analysis Systems for Bias through a Causal Lens Kausik Lakkaraju Biplav Srivastava Marco Valtorta 31 7 0 04 Feb 2023