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Rounak Saha

3 accepted papers

2026

Polishing-Only Policies in Peer Reviews are Currently Not Enforceable

ICML 2026poster

With growing concerns about reviewers using Large Language Models (LLMs) for writing peer reviews, several conferences and journals have enacted policies thatprohibit LLM usage except for polishing, paraphrasing, and grammar correction of otherwise human-written reviews. But, are these policies enfo…

Cited by 0SourceScholar
2025

Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents

EMNLP 2025

Analyzing and processing vast amounts of textual data presents significant challenges in efficiently extracting key information.In this paper, we introduce '***Spotlight***’, a novel paradigm for information extraction that produces concise, engaging narratives by highlighting the most compelling as

2024

On The Persona-based Summarization of Domain-Specific Documents

ACL 2024findings

In an ever-expanding world of domain-specific knowledge, the increasing complexity of consuming, and storing information necessitates the generation of summaries from large information repositories. However, every persona of a domain has different requirements of information and hence their summariz…