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Priyankoo Sarmah

3 accepted papers

2024

AssameseBackTranslit: Back Transliteration of Romanized Assamese Social Media Text

COLING 2024main

This paper presents a novel back transliteration dataset capturing native language text originally composed in the Roman/Latin script, harvested from popular social media platforms, along with its corresponding representation in the native Assamese script. Assamese, categorized as a low-resource lan…

Cited by 1SourcePDFScholar
2024

Evaluating Performance of Pre-trained Word Embeddings on Assamese, a Low-resource Language

COLING 2024main

Word embeddings and Language models are the building blocks of modern Deep Neural Network-based Natural Language Processing. They are extensively explored in high-resource languages and provide state-of-the-art (SOTA) performance for a wide range of downstream tasks. Nevertheless, these word embeddi…

2022

TEAM: A multitask learning based Taxonomy Expansion approach for Attach and Merge

NAACL 2022findings

Taxonomy expansion is a crucial task. Most of Automatic expansion of taxonomy are of two types, attach and merge. In a taxonomy like WordNet, both merge and attach are integral parts of the expansion operations but majority of study consider them separately. This paper proposes a novel mult-task lea…