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Fateme Hashemi Chaleshtori

3 accepted papers

2025

BriefMe: A Legal NLP Benchmark for Assisting with Legal Briefs

ACL 2025finding

A core part of legal work that has been underexplored in Legal NLP is the writing and editing of legal briefs. This requires not only a thorough understanding of the law of a jurisdiction, from judgments to statutes, but also the ability to make new arguments to try to expand the law in a new direct…

Cited by 0SourcePDFScholar
2025

Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps

EMNLP 2025

When prompted to think step-by-step, language models (LMs) produce a chain of thought (CoT), a sequence of reasoning steps that the model supposedly used to produce its prediction. Despite much work on CoT prompting, it is unclear if reasoning verbalized in a CoT is faithful to the models’ parametri

Cited by 0SourcePDFScholar
2024

On Evaluating Explanation Utility for Human-AI Decision Making in NLP

EMNLP 2024finding

Is explainability a false promise? This debate has emerged from the insufficient evidence that explanations help people in situations they are introduced for. More human-centered, application-grounded evaluations of explanations are needed to settle this. Yet, with no established guidelines for such…