Simran Khanuja

According to our database, Simran Khanuja authored at least 19 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An image speaks a thousand words, but can everyone listen? On translating images for cultural relevance.

Simran Khanuja, Sathyanarayanan Ramamoorthy, Yueqi Song, Graham Neubig

CoRR, 2024

What Is Missing in Multilingual Visual Reasoning and How to Fix It.

Yueqi Song, Simran Khanuja, Graham Neubig

CoRR, 2024

DeMuX: Data-efficient Multilingual Learning.

Simran Khanuja, Srinivas Gowriraj, Lucio M. Dery, Graham Neubig

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

An image speaks a thousand words, but can everyone listen? On image transcreation for cultural relevance.

Simran Khanuja, Sathyanarayanan Ramamoorthy, Yueqi Song, Graham Neubig

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

GlobalBench: A Benchmark for Global Progress in Natural Language Processing.

Yueqi Song, Catherine Cui, Simran Khanuja, Pengfei Liu, Fahim Faisal, Alissa Ostapenko, Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Yulia Tsvetkov, Antonios Anastasopoulos, Graham Neubig

CoRR, 2023

GlobalBench: A Benchmark for Global Progress in Natural Language Processing.

Yueqi Song, Simran Khanuja, Pengfei Liu, Fahim Faisal, Alissa Ostapenko, Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Yulia Tsvetkov, Antonios Anastasopoulos, Graham Neubig

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Evaluating the Diversity, Equity, and Inclusion of NLP Technology: A Case Study for Indian Languages.

Simran Khanuja, Sebastian Ruder, Partha Talukdar

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Multi-lingual and Multi-cultural Figurative Language Understanding.

Anubha Kabra, Emmy Liu, Simran Khanuja, Alham Fikri Aji, Genta Indra Winata, Samuel Cahyawijaya, Aremu Anuoluwapo, Perez Ogayo, Graham Neubig

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Evaluating Inclusivity, Equity, and Accessibility of NLP Technology: A Case Study for Indian Languages.

Simran Khanuja, Sebastian Ruder, Partha P. Talukdar

CoRR, 2022

mSLAM: Massively multilingual joint pre-training for speech and text.

Ankur Bapna, Colin Cherry, Yu Zhang, Ye Jia, Melvin Johnson, Yong Cheng, Simran Khanuja, Jason Riesa, Alexis Conneau

CoRR, 2022

FLEURS: FEW-Shot Learning Evaluation of Universal Representations of Speech.

Alexis Conneau, Min Ma, Simran Khanuja, Yu Zhang, Vera Axelrod, Siddharth Dalmia, Jason Riesa, Clara Rivera, Ankur Bapna

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

XTREME-S: Evaluating Cross-lingual Speech Representations.

Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

MergeDistill: Merging Pre-trained Language Models using Distillation.

Simran Khanuja, Melvin Johnson, Partha P. Talukdar

CoRR, 2021

MuRIL: Multilingual Representations for Indian Languages.

Simran Khanuja, Diksha Bansal, Sarvesh Mehtani, Savya Khosla, Atreyee Dey, Balaji Gopalan, Dilip Kumar Margam, Pooja Aggarwal, Rajiv Teja Nagipogu, Shachi Dave, Shruti Gupta, Subhash Chandra Bose Gali, Vish Subramanian, Partha P. Talukdar

CoRR, 2021

MergeDistill: Merging Language Models using Pre-trained Distillation.

Simran Khanuja, Melvin Johnson, Partha P. Talukdar

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Cross-lingual and Multilingual Spoken Term Detection for Low-Resource Indian Languages.

Sanket Shah, Satarupa Guha, Simran Khanuja, Sunayana Sitaram

CoRR, 2020

GLUECoS: An Evaluation Benchmark for Code-Switched NLP.

Simran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, Sunayana Sitaram, Monojit Choudhury

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A New Dataset for Natural Language Inference from Code-mixed Conversations.

Simran Khanuja, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury

Proceedings of the The 4th Workshop on Computational Approaches to Code Switching, 2020

2019

Unsung Challenges of Building and Deploying Language Technologies for Low Resource Language Communities.

Pratik Joshi, Christain Barnes, Sebastin Santy, Simran Khanuja, Sanket Shah, Anirudh Srinivasan, Satwik Bhattamishra, Sunayana Sitaram, Monojit Choudhury, Kalika Bali

CoRR, 2019