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Ashok Urlana

3 accepted papers

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…

2023

PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India

EMNLP 2023long findings

This paper introduces PMIndiaSum, a multilingual and massively parallel summarization corpus focused on languages in India. Our corpus provides a training and testing ground for four language families, 14 languages, and the largest to date with 196 language pairs. We detail our construction workflow…

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