Search Results for author: Tanya Chowdhury

Found 5 papers, 2 papers with code

Uncertainty in Additive Feature Attribution methods

no code implementations29 Nov 2023 Abhishek Madaan, Tanya Chowdhury, Neha Rana, James Allan, Tanmoy Chakraborty

As a result, we propose a measure to quantify the relative complexity of a blackbox classifier.

Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank

no code implementations24 Dec 2022 Tanya Chowdhury, Razieh Rahimi, James Allan

In this work, we extend LIME to propose Rank-LIME, a model-agnostic, local, post-hoc linear feature attribution method for the task of learning to rank that generates explanations for ranked lists.

Decision Making Information Retrieval +3

Neural Abstractive Summarization with Structural Attention

no code implementations21 Apr 2020 Tanya Chowdhury, Sachin Kumar, Tanmoy Chakraborty

This problem is exacerbated in multi-document summarization tasks such as summarizing the popular opinion in threads present in community question answering (CQA) websites such as Yahoo!

Abstractive Text Summarization Community Question Answering +3

Cannot find the paper you are looking for? You can Submit a new open access paper.