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Varun Gumma

4 papers here

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author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

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  • cs.CL4
ORCID 0009-0002-5746-3017

identity via Semantic Scholar / OpenAlex

most citedAn Empirical Study of Leveraging Knowledge Distillation for Compressing Multilingual Neural Machine Translation Models

2 citations · 2 across the 4 of their papers we have counts for

collaborators

4 papers

cs.CL2024

METAL: Towards Multilingual Meta-Evaluation

Rishav Hada, Varun Gumma, Mohamed Ahmed +2

With the rising human-like precision of Large Language Models (LLMs) in numerous tasks, their utilization in a variety of real-world applications is becoming more prevalent. Severa…

cs.CL2024

MAFIA: Multi-Adapter Fused Inclusive LanguAge Models

Prachi Jain, Ashutosh Sathe, Varun Gumma +2

Pretrained Language Models (PLMs) are widely used in NLP for various tasks. Recent studies have identified various biases that such models exhibit and have proposed methods to corr…

cs.CL2024

MunTTS: A Text-to-Speech System for Mundari

Varun Gumma, Rishav Hada, Aditya Yadavalli +4

We present MunTTS, an end-to-end text-to-speech (TTS) system specifically for Mundari, a low-resource Indian language of the Austo-Asiatic family. Our work addresses the gap in lin…

cs.CL2023★ 2 cited

An Empirical Study of Leveraging Knowledge Distillation for Compressing Multilingual Neural Machine Translation Models

Varun Gumma, Raj Dabre, Pratyush Kumar

Knowledge distillation (KD) is a well-known method for compressing neural models. However, works focusing on distilling knowledge from large multilingual neural machine translation…

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