Research | Arka Dutta

Publications

* denotes equal contribution as co-first authors.

What About the Scene with the Hitler Reference? HAUNT: A Framework to Probe LLMs' Self-consistency via Adversarial Nudge

Arka Dutta, Sujan Dutta, Rijul Magu, Soumyajit Datta, Munmun De Choudhury, Ashiqur R. KhudaBukhsh

ACL 2026 · Main ACL Anthology
Auditing LLM Response to Harmful Stereotypes Targeting Mental Health Groups

Arka Dutta, Rijul Magu, Sean Kim, Seohee Yoon, Munmun De Choudhury, Ashiqur R. KhudaBukhsh

ACL 2026 · Findings ACL Anthology
How Can You Tell if Your Large Language Model Could Be a Closet Antisemite? A Framework to Bias-Audit Large Language Models

Arka Dutta, Reza Fayyazi, Shanchieh Yang, Ashiqur R. KhudaBukhsh

AAAI 2026 Proceedings
A Large-Scale Social-Web Audit of AI-Generated-Text Detection Systems

Arka Dutta*, Utkarshani Jaimini*, Utkarsh Bhatt, Sara Shree Muthuselvam, Amitava Das, Ashiqur R. KhudaBukhsh

ICWSM 2026 Proceedings
Navigating the Rabbit Hole: Emergent Biases in LLM-Generated Attack Narratives Targeting Mental Health Groups

Rijul Magu, Arka Dutta, Sean Kim, Ashiqur R. KhudaBukhsh, Munmun De Choudhury

COLM 2025 PDF
Towards a Bipartisan Understanding of Peace and Vicarious Interactions

Arka Dutta*, Syed M. Sualeh Ali*, Usman Naseem, Ashiqur R. KhudaBukhsh

IJCAI 2025 Proceedings
All You Need Is S P A C E: When Jailbreaking Meets Bias Audit and Reveals What Lies Beneath the Guardrails (Student Abstract)

Arka Dutta, Aman Priyanshu, Ashiqur R. KhudaBukhsh

AAAI 2025 Proceedings
Down the Toxicity Rabbit Hole: A Framework to Bias-Audit LLMs with Key Emphasis on Racism, Antisemitism, and Misogyny

Arka Dutta*, Adel Khorramrouz*, Sujan Dutta, Ashiqur R. KhudaBukhsh

IJCAI 2024 Proceedings
Classification of Cricket Shots from Cricket Videos Using Self-Attention-Infused CNN-RNN (SAICNN-RNN)

Arka Dutta, Abhishek Baral, Sayan Kundu, Sayantan Biswas, Kousik Dasgupta, Hasanujjaman

CICBA 2023 Springer

Manuscripts

Race in the Record: Measuring Racial Signal and Model Inference in Police Arrest Narratives

Arka Dutta, Ted Forsyth, O. Nicholas Robertson, Ashiqur R. KhudaBukhsh

Accepted · To appear
Physiognomy Revisited: How Vision-Language Models Encode Sensitive Attributes Through Image Transformation

Soumyajit Datta, Arka Dutta, Ashiqur R. KhudaBukhsh

Accepted · To appear
SPaRTA: Spatial Reasoning in Text-to-SQL for Omics Analysis

Dwaipayan Datta*, Arka Dutta*, Yingfan Wang, Ashiqur R. KhudaBukhsh, Hirak Sarkar

In review
Investigating Intersectionality in Large Language Models

Soumyajit Datta, Arka Dutta, Sujan Dutta, Ashiqur R. KhudaBukhsh

In review
Counterbalancing Hate with Positivity: A Survey of Counterspeech

Ashiqur R. KhudaBukhsh, Arka Dutta, Sarthak Roy, Animesh Mukherjee

In review

Academic Service

Reviewer / PC IJCAI 2025IJCAI 2026NeurIPS 2026ICWSM 2026WWW 2025