Varun Gumma

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 19

Top Topics

Finite State Transducers

Machine Translation

Translation Model

Top Venues

Publications

Prachi Jain, Ashutosh Sathe, Varun Gumma, Kabir Ahuja, Sunayana Sitaram
MAFIA: Multi-Adapter Fused Inclusive Language Models. EACL (1) (2024)
Ishaan Watts, Varun Gumma, Aditya Yadavalli, Vivek Seshadri, Manohar Swaminathan, Sunayana Sitaram
PARIKSHA : A Large-Scale Investigation of Human-LLM Evaluator Agreement on Multilingual and Multi-Cultural Data. CoRR (2024)
Millicent Ochieng, Varun Gumma, Sunayana Sitaram, Jindong Wang, Vishrav Chaudhary, Keshet Ronen, Kalika Bali, Jacki O'Neill
Beyond Metrics: Evaluating LLMs' Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios. CoRR (2024)
Rishav Hada, Safiya Husain, Varun Gumma, Harshita Diddee, Aditya Yadavalli, Agrima Seth, Nidhi Kulkarni, Ujwal Gadiraju, Aditya Vashistha, Vivek Seshadri, Kalika Bali
Akal Badi ya Bias: An Exploratory Study of Gender Bias in Hindi Language Technology. FAccT (2024)
Rishav Hada, Varun Gumma, Adrian de Wynter, Harshita Diddee, Mohamed Ahmed, Monojit Choudhury, Kalika Bali, Sunayana Sitaram
Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation? EACL (Findings) (2024)
Rishav Hada, Varun Gumma, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
METAL: Towards Multilingual Meta-Evaluation. CoRR (2024)
Sanchit Ahuja, Divyanshu Aggarwal, Varun Gumma, Ishaan Watts, Ashutosh Sathe, Millicent Ochieng, Rishav Hada, Prachi Jain, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks. NAACL-HLT (2024)
Pranjal A. Chitale, Jay P. Gala, Varun Gumma, Mitesh M. Khapra, Raj Dabre
An Empirical Analysis of In-context Learning Abilities of LLMs for MT. CoRR (2024)
Varun Gumma, Rishav Hada, Aditya Yadavalli, Pamir Gogoi, Ishani Mondal, Vivek Seshadri, Kalika Bali
MunTTS: A Text-to-Speech System for Mundari. CoRR (2024)
Rishav Hada, Safiya Husain, Varun Gumma, Harshita Diddee, Aditya Yadavalli, Agrima Seth, Nidhi Kulkarni, Ujwal Gadiraju, Aditya Vashistha, Vivek Seshadri, Kalika Bali
Akal Badi ya Bias: An Exploratory Study of Gender Bias in Hindi Language Technology. CoRR (2024)
Prachi Jain, Ashutosh Sathe, Varun Gumma, Kabir Ahuja, Sunayana Sitaram
MAFIA: Multi-Adapter Fused Inclusive LanguAge Models. CoRR (2024)
Jay P. Gala, Pranjal A. Chitale, Raghavan AK, Varun Gumma, Sumanth Doddapaneni, Aswanth Kumar M., Janki Atul Nawale, Anupama Sujatha, Ratish Puduppully, Vivek Raghavan, Pratyush Kumar, Mitesh M. Khapra, Raj Dabre, Anoop Kunchukuttan
IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages. Trans. Mach. Learn. Res. 2023 (2023)
AI4Bharat, Jay P. Gala, Pranjal A. Chitale, Raghavan AK, Sumanth Doddapaneni, Varun Gumma, Aswanth Kumar, Janki Nawale, Anupama Sujatha, Ratish Puduppully, Vivek Raghavan, Pratyush Kumar, Mitesh M. Khapra, Raj Dabre, Anoop Kunchukuttan
IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages. CoRR (2023)
Varun Gumma, Raj Dabre, Pratyush Kumar
An Empirical Study of Leveraging Knowledge Distillation for Compressing Multilingual Neural Machine Translation Models. CoRR (2023)
Varun Gumma, Raj Dabre, Pratyush Kumar
An Empirical Study of Leveraging Knowledge Distillation for Compressing Multilingual Neural Machine Translation Models. EAMT (2023)
Sanchit Ahuja, Divyanshu Aggarwal, Varun Gumma, Ishaan Watts, Ashutosh Sathe, Millicent Ochieng, Rishav Hada, Prachi Jain, Maxamed Axmed, Kalika Bali, Sunayana Sitaram
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks. CoRR (2023)
Rishav Hada, Varun Gumma, Adrian de Wynter, Harshita Diddee, Mohamed Ahmed, Monojit Choudhury, Kalika Bali, Sunayana Sitaram
Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation? CoRR (2023)
Varun Gumma, Barsha Mitra, Soumyadeep Dey, Pratik Shashikantbhai Patel, Sourabh Suman, Saptarshi Das, Jaideep Vaidya
PAMMELA: Policy Administration Methodology using Machine Learning. SECRYPT (2022)
Varun Gumma, Barsha Mitra, Soumyadeep Dey, Pratik Shashikantbhai Patel, Sourabh Suman, Saptarshi Das
PAMMELA: Policy Administration Methodology using Machine Learning. CoRR (2021)