Publications

Multi-Step Knowledge Interaction Analysis via Rank-2 Subspace Disentanglement

Sekh Mainul Islam, Pepa Atanasova, Isabelle Augenstein

EMNLP 2026 Findings

Evaluation Framework for Highlight Explanations of Context Utilisation in Language Models

Jingyi Sun, Pepa Atanasova, Sagnik Ray Choudhury, Sekh Mainul Islam, Isabelle Augenstein

Computational Linguistics

BiasGym: A Simple and Generalizable Framework for Analyzing and Removing Biases through Injection

Sekh Mainul Islam, Nadav Borenstein, Siddhesh Milind Pawar, Haeun Yu, Arnav Arora, Isabelle Augenstein

EMNLP 2026 Findings

AR-BERT: Aspect-Relation Enhanced Aspect-Level Sentiment Classification with Multi-Modal Explanations

Sekh Mainul Islam, Sourangshu Bhattacharya

Proceedings of the ACM Web Conference 2022 (WWW '22)

Fair Data Generation using Language Models with Hard Constraints

Sekh Mainul Islam, Abhinav Nagpal, Balaji Ganesan, Pranay Kumar Lohia

CtrlGen Workshop at NeurIPS 2021