research
∙
05/25/2023
IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages
India has a rich linguistic landscape with languages from 4 major langua...
share
research
∙
05/12/2023
A Comprehensive Analysis of Adapter Efficiency
Adapters have been positioned as a parameter-efficient fine-tuning (PEFT...
research
∙
05/10/2023
Vārta: A Large-Scale Headline-Generation Dataset for Indic Languages
We present Vārta, a large-scale multilingual dataset for headline genera...
research
∙
12/20/2022
Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages
We present, Naamapadam, the largest publicly available Named Entity Reco...
research
∙
12/11/2022
IndicXTREME: A Multi-Task Benchmark For Evaluating Indic Languages
In this work, we introduce IndicXTREME, a benchmark consisting of nine d...
research
∙
08/26/2022
Effectiveness of Mining Audio and Text Pairs from Public Data for Improving ASR Systems for Low-Resource Languages
End-to-end (E2E) models have become the default choice for state-of-the-...
research
∙
03/12/2022
A Survey in Adversarial Defences and Robustness in NLP
In recent years, it has been seen that deep neural networks are lacking ...
research
∙
11/06/2021
Towards Building ASR Systems for the Next Billion Users
Recent methods in speech and language technology pretrain very LARGE mod...
research
∙
07/01/2021
A Primer on Pretrained Multilingual Language Models
Multilingual Language Models (MLLMs) such as mBERT, XLM, XLM-R, etc. hav...
research
∙
04/12/2021