NBIAS: A Natural Language Processing Framework for Bias Identification
in Text

NBIAS: A Natural Language Processing Framework for Bias Identification in Text

3 August 2023

Deepak John Reji

Syed Raza Bashir

Papers citing "NBIAS: A Natural Language Processing Framework for Bias Identification in Text"

19 / 19 papers shown

Title
FairSense-AI: Responsible AI Meets Sustainability Shaina Raza Mukund Sayeeganesh Chettiar Matin Yousefabadi Tahniat Khan Marcelo Lotif 40 0 0 04 Mar 2025
VilBias: A Study of Bias Detection through Linguistic and Visual Cues , presenting Annotation Strategies, Evaluation, and Key Challenges Shaina Raza Caesar Saleh Emrul Hasan Franklin Ogidi Maximus Powers Veronica Chatrath Marcelo Lotif Roya Javadi Anam Zahid Vahid Reza Khazaie 74 1 0 20 Feb 2025
Desert Camels and Oil Sheikhs: Arab-Centric Red Teaming of Frontier LLMs Muhammed Saeed Elgizouli Mohamed Mukhtar Mohamed Shaina Raza Muhammad Abdul-Mageed Shady Shehata 35 0 0 31 Oct 2024
The Dark Side of AI Companionship: A Taxonomy of Harmful Algorithmic Behaviors in Human-AI Relationships Renwen Zhang Han Li Han Meng Jinyuan Zhan Hongyuan Gan Yi-Chieh Lee 14 0 0 26 Oct 2024
Towards Fairer Health Recommendations: finding informative unbiased samples via Word Sense Disambiguation Gavin Butts Pegah Emdad Jethro Lee Shannon Song Chiman Salavati Willmar Sosa Diaz Shiri Dori-Hacohen Fabricio Murai FaML 18 0 0 11 Sep 2024
REFINE-LM: Mitigating Language Model Stereotypes via Reinforcement Learning Rameez Qureshi Naim Es-Sebbani Luis Galárraga Yvette Graham Miguel Couceiro Zied Bouraoui 21 1 0 18 Aug 2024
MBIAS: Mitigating Bias in Large Language Models While Retaining Context Shaina Raza Ananya Raval Veronica Chatrath 34 6 0 18 May 2024
Akal Badi ya Bias: An Exploratory Study of Gender Bias in Hindi Language Technology Rishav Hada Safiya Husain Varun Gumma Harshita Diddee Aditya Yadavalli ... Nidhi Kulkarni U. Gadiraju Aditya Vashistha Vivek Seshadri Kalika Bali 43 5 0 10 May 2024
FakeWatch: A Framework for Detecting Fake News to Ensure Credible Elections Shaina Raza Tahniat Khan Veronica Chatrath Drai Paulen-Patterson Mizanur Rahman Oluwanifemi Bamgbose 28 0 0 14 Mar 2024
FAIR Enough: How Can We Develop and Assess a FAIR-Compliant Dataset for Large Language Models' Training? Shaina Raza Shardul Ghuge Chen Ding Elham Dolatabadi D. Pandya SyDa 15 9 0 19 Jan 2024
FakeWatch ElectionShield: A Benchmarking Framework to Detect Fake News for Credible US Elections Tahniat Khan Mizanur Rahman Veronica Chatrath Oluwanifemi Bamgbose Shaina Raza 11 1 0 27 Nov 2023
She had Cobalt Blue Eyes: Prompt Testing to Create Aligned and Sustainable Language Models Veronica Chatrath Oluwanifemi Bamgbose Shaina Raza ALM ELM 11 0 0 20 Oct 2023
Unlocking Bias Detection: Leveraging Transformer-Based Models for Content Analysis Shaina Raza Oluwanifemi Bamgbose Veronica Chatrath Shardul Ghuge Yan Sidyakin Abdullah Y. Muaad 11 11 0 30 Sep 2023
On the Origins of Bias in NLP through the Lens of the Jim Code Fatma Elsafoury Gavin Abercrombie 23 4 0 16 May 2023
How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text Classification E. Tokpo Pieter Delobelle Bettina Berendt T. Calders 33 7 0 30 Jan 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
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 27 67 0 29 Sep 2022
Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens Saad Hassan Matt Huenerfauth Cecilia Ovesdotter Alm 36 38 0 01 Oct 2021
Marked Attribute Bias in Natural Language Inference Hillary Dawkins 42 8 0 28 Sep 2021