Peer Reviewed Publications

RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank
Tanya Chowdhury, Yair Zick, James Allan
International Conference on Learning Representations (ICLR) 2025

Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank
Tanya Chowdhury, Razieh Rahimi, James Allan
International Conference on the Theory of Information Retrieval (ICTIR) 2023

Equi-explanation Maps: Concise and Informative Global Summary Explanations
Tanya Chowdhury, Razieh Rahimi, James Allan
ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT) 2022

Corpora Evaluation and System Bias Detection in Multi-document Summarization
Alvin Dey*, Tanya Chowdhury*, Yash Kumar Atri*, Tanmoy Chakraborty
Findings of Empirical Methods in Natural Language Processings (EMNLP) 2020
Neural Abstractive Summarization with Structural Attention
Tanya Chowdhury, Sachin Kumar, Tanmoy Chakraborty
International Joint Conference on Artificial Intelligence (IJCAI) 2020

Automatic Curation of Content Tables for Educational Videos
Arpan Mukherjee, Shubhi Tiwari, Tanya Chowdhury, Tanmoy Chakraborty
ACM International Conference on Research and Development in Information Retrieval (SIGIR) 2019 (*Demos Track*)
CQASUMM: Building References for Community Question Answering Summarization Corpora
Tanya Chowdhury, Tanmoy Chakraborty
ACM India Joint International Conference on Data Science & Management of Data (CoDS-COMAD) 2019

VIZ-Wiki: Generating Visual Summaries to Factoid Threads in Community Question Answering Services
Tanya Chowdhury, Aashay Mittal, Tanmoy Chakraborty
The Web Conference (WWW) 2018 (*Demos Track*)