COLING 2020main2 citations
Analysing cross-lingual transfer in lemmatisation for Indian languages
Kumar Saurav, Kumar Saunack, Pushpak Bhattacharyya
Abstract
Lemmatization aims to reduce the sparse data problem by relating the inflected forms of a word to its dictionary form. However, most of the prior work on this topic has focused on high resource languages. In this paper, we evaluate cross-lingual approaches for low resource languages, especially in the context of morphologically rich Indian languages. We test our model on six languages from two different families and develop linguistic insights into each model’s performance.
BibTeX
@inproceedings{saurav-etal-2020-analysing,
title = "Analysing cross-lingual transfer in lemmatisation for {I}ndian languages",
author = "Saurav, Kumar and
Saunack, Kumar and
Bhattacharyya, Pushpak",
editor = "Scott, Donia and
Bel, Nuria and
Zong, Chengqing",
booktitle = "Proceedings of the 28th International Conference on Computational Linguistics",
month = dec,
year = "2020",
address = "Barcelona, Spain (Online)",
publisher = "International Committee on Computational Linguistics",
url = "https://aclanthology.org/2020.coling-main.534/",
doi = "10.18653/v1/2020.coling-main.534",
pages = "6070--6076"
}