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Rahul Mishra

3 accepted papers

2025

DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse Graph

NAACL 2025short

Summarizing movie screenplays presents a unique set of challenges compared to standard document summarization. Screenplays are not only lengthy, but also feature a complex interplay of characters, dialogues, and scenes, with numerous direct and subtle relationships and contextual nuances that are di…

2025

No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size

COLING 2025industry

Large language models (LLMs) are playing a pivotal role in deploying strategic use cases across a range of organizations, from large pan-continental companies to emerging startups. The issues and challenges involved in the successful utilization of LLMs can vary significantly depending on the size o…

2024

Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey

ACL 2024findings

Generic text summarization approaches often fail to address the specific intent and needs of individual users. Recently, scholarly attention has turned to the development of summarization methods that are more closely tailored and controlled to align with specific objectives and user needs. Despite…