Recent Papers Timeline

Date	Title	Authors
October 2024	GUS-Net: Social Bias Classification in Text with Generalizations, Unfairness, and Stereotype.	Maximus Powers, Hua Wei, Umang Mavani, Harshitha Reddy Jonala, Ansh Tiwari
September 2024	A Deep Dive into Fairness, Bias, Threats, and Privacy in Recommender Systems: Insights and Future Research	Falguni Roy, Xiaofeng Ding, K.-K. R. Choo, Pan Zhou
July 2024	BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs	Zhiting Fan, Ruizhe Chen, Ruiling Xu, Zuozhu Liu
July 2024	The BIAS Detection Framework: Bias Detection in Word Embeddings and Language Models for European Languages	Alexandre Puttick, Leander Rankwiler, Catherine Ikae, Mascha Kurpicz-Briki
May 2024	MBIAS: Mitigating Bias in Large Language Models While Retaining Context	Shaina Raza, Ananya Raval, Veronica Chatrath
May 2024	FAIR Enough: Develop and Assess a FAIR-Compliant Dataset for Large Language Model Training?	Shaina Raza, Shardul Ghuge, Chen Ding, Elham Dolatabadi, Deval Pandya
May 2024	Unlocking Bias Detection: Leveraging Transformer-Based Models for Content Analysis	Shaina Raza, Oluwanifemi Bamgbose, Veronica Chatrath, Shardule Ghuge, Yan Sidyakin, Abdullah Yahya Mohammed Muaad
February 2024	HarmonyNet: Navigating hate speech detection	Shaina Raza, Veronica Chatrath
December 2023	Bias Detection Using Textual Representation of Multimedia Contents	N/A
November 2023	Stable Bias: Evaluating Societal Representations in Diffusion Models	Sasha Luccioni, Christopher Akiki, Margaret Mitchell, Yacine Jernite
September 2023	Nbias: A natural language processing framework for BIAS identification in text	Shaina Raza, Muskan Garg, Deepak John Reji, Syed Raza Bashir, Chen Ding
August 2023	A framework for multi-faceted content analysis of social media chatter regarding non-medical use of prescription medications	Shaina Raza, Brian Schwartz, Sahithi Lakamana, Yao Ge, Abeed Sarker
June 2023	Retweet-BERT: Political Leaning Detection Using Language Features and Information Diffusion on Social Networks	Julie Jiang, Xiang Ren, Emilio Ferrara
September 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 K. Ahmed
October 2022	Towards Identifying Social Bias in Dialog Systems: Frame, Datasets, and Benchmarks	Jingyan Zhou, Jiawen Deng, Fei Mi, Yitong Li, Yasheng Wang, Minlie Huang, Xin Jiang, Qun Liu, Helen Meng
July 2022	Bias Mitigation for Toxicity Detection via Sequential Decisions	Lu Cheng, Ahmadreza Mosallanezhad, Yasin N. Silva, Deborah L. Hall, Huan Liu
December 2022	Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark	Jingyan Zhou, Jiawen Deng, Fei Mi, Yitong Li, Yasheng Wang, Minlie Huang, Xin Jiang, Qun Liu, Helen Meng
December 2021	Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases	Shrimai Prabhumoye, Rafal Kocielnik, Mohammad Shoeybi, Anima Anandkumar, Bryan Catanzaro
September 2022	Neural Media Bias Detection Using Distant Supervision With BABE -- Bias Annotations By Experts	Timo Spinde, Manuel Plank, Jan-David Krieger, Terry Ruas, Bela Gipp, Akiko Aizawa
August 2022	Dbias: Detecting biases and ensuring Fairness in news articles	Shaina Raza, Deepak John Reji, Chen Ding

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