Milind Agarwal — accepted AI-conference papers

2025

Script-Agnosticism and its Impact on Language Identification for Dravidian Languages

Milind Agarwal, Joshua Otten, Antonios Anastasopoulos

NAACL 2025long

Language identification is used as the first step in many data collection and crawling efforts because it allows us to sort online text into language-specific buckets. However, many modern languages, such as Konkani, Kashmiri, Punjabi etc., are synchronically written in several scripts. Moreover, la…

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2023

LIMIT: Language Identification, Misidentification, and Translation using Hierarchical Models in 350+ Languages

Milind Agarwal, Md Mahfuz Ibn Alam, Antonios Anastasopoulos

EMNLP 2023long main

Knowing the language of an input text/audio is a necessary first step for using almost every NLP tool such as taggers, parsers, or translation systems. Language identification is a well-studied problem, sometimes even considered solved; in reality, due to lack of data and computational challenges, c…

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