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Himani Shrotriya

2 accepted papers

2022

IndicBART: A Pre-trained Model for Indic Natural Language Generation

Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh Khapra, Pratyush Kumar
ACL 2022findings

In this paper, we study pre-trained sequence-to-sequence models for a group of related languages, with a focus on Indic languages. We present IndicBART, a multilingual, sequence-to-sequence pre-trained model focusing on 11 Indic languages and English. IndicBART utilizes the orthographic similarity b…

Cited by 108Source ↗PDF ↗code ↗Scholar ↗
2022

IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages

Aman Kumar, Himani Shrotriya, Prachi Sahu, Amogh Mishra, Raj Dabre, Ratish Puduppully +3
EMNLP 2022main

Natural Language Generation (NLG) for non-English languages is hampered by the scarcity of datasets in these languages. We present the IndicNLG Benchmark, a collection of datasets for benchmarking NLG for 11 Indic languages. We focus on five diverse tasks, namely, biography generation using Wikipedi…

Cited by 34Source ↗PDF ↗code ↗Scholar ↗