1 code implementation • 17 Sep 2022 • Surya Prakash Sahu, Madhurima Mandal, Shikhar Bharadwaj, Aditya Kanade, Petros Maniatis, Shirish Shevade
Compared to the existing datasets, in CodeQueries, the queries are about code semantics, the context is file level and the answers are code spans.
no code implementations • 7 Jun 2023 • Shikhar Vashishth, Shikhar Bharadwaj, Sriram Ganapathy, Ankur Bapna, Min Ma, Wei Han, Vera Axelrod, Partha Talukdar
In this paper, we propose a novel framework of combining self-supervised representation learning with the language label information for the pre-training task.
no code implementations • 20 Jul 2023 • Anjali Raj, Shikhar Bharadwaj, Sriram Ganapathy, Min Ma, Shikhar Vashishth
In the recent years, speech representation learning is constructed primarily as a self-supervised learning (SSL) task, using the raw audio signal alone, while ignoring the side-information that is often available for a given speech recording.
no code implementations • 19 Sep 2023 • Shikhar Bharadwaj, Min Ma, Shikhar Vashishth, Ankur Bapna, Sriram Ganapathy, Vera Axelrod, Siddharth Dalmia, Wei Han, Yu Zhang, Daan van Esch, Sandy Ritchie, Partha Talukdar, Jason Riesa
Spoken language identification refers to the task of automatically predicting the spoken language in a given utterance.
1 code implementation • CoNLL (EMNLP) 2021 • Shikhar Bharadwaj, Shirish Shevade
Natural language processing for program synthesis has been widely researched.
1 code implementation • NAACL 2022 • Shikhar Bharadwaj, Shirish Shevade
We observe a 1. 8x improvement in the inference time and a 5x reduction in model parameters.