Samridhi Choudhary

According to our database, Samridhi Choudhary authored at least 15 papers between 2017 and 2024.

Collaborative distances:

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

2024

CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization.

Zi Yang, Samridhi Choudhary, Xinfeng Xie, Cao Gao, Siegfried Kunzmann, Zheng Zhang

CoRR, 2024

2023

Quantization-aware and Tensor-compressed Training of Transformers for Natural Language Understanding.

Zi Yang, Samridhi Choudhary, Siegfried Kunzmann, Zheng Zhang

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Distill-Quantize-Tune - Leveraging Large Teachers for Low-Footprint Efficient Multilingual NLU on Edge.

Pegah Kharazmi, Zhewei Zhao, Clement Chung, Samridhi Choudhary

Proceedings of the IEEE International Conference on Acoustics, 2023

Pyramid Dynamic Inference: Encouraging Faster Inference Via Early Exit Boosting.

Ershad Banijamali, Pegah Kharazmi, Sepehr Eghbali, Jixuan Wang, Clement Chung, Samridhi Choudhary

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding.

Bhuvan Agrawal, Markus Müller, Samridhi Choudhary, Martin Radfar, Athanasios Mouchtaris, Ross McGowan, Nathan Susanj, Siegfried Kunzmann

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

End-to-End Spoken Language Understanding for Generalized Voice Assistants.

Michael Saxon, Samridhi Choudhary, Joseph P. McKenna, Athanasios Mouchtaris

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Factorization-Aware Training of Transformers for Natural Language Understanding on the Edge.

Hamidreza Saghir, Samridhi Choudhary, Sepehr Eghbali, Clement Chung

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

In Pursuit of Babel - Multilingual End-to-End Spoken Language Understanding.

Markus Müller, Samridhi Choudhary, Clement Chung, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding.

Bhuvan Agrawal, Markus Müller, Martin Radfar, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann

CoRR, 2020

Using Productive Collaboration Bursts to Analyze Open Source Collaboration Effectiveness.

Samridhi Choudhary, Christopher Bogart, Carolyn P. Rosé, Jim Herbsleb

Proceedings of the 27th IEEE International Conference on Software Analysis, 2020

Semantic Complexity in End-to-End Spoken Language Understanding.

Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Multilingual Grapheme-To-Phoneme Conversion with Byte Representation.

Mingzhi Yu, Hieu Duy Nguyen, Alex Sokolov, Jack Lepird, Kanthashree Mysore Sathyendra, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Extreme Model Compression for On-device Natural Language Understanding.

Kanthashree Mysore Sathyendra, Samridhi Choudhary, Leah Nicolich-Henkin

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Deep Neural Model Inspection and Comparison via Functional Neuron Pathways.

James Fiacco, Samridhi Choudhary, Carolyn P. Rosé

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2017

Linguistic Markers of Influence in Informal Interactions.

Shrimai Prabhumoye, Samridhi Choudhary, Evangelia Spiliopoulou, Christopher Bogart, Carolyn P. Rosé, Alan W. Black

Proceedings of the Second Workshop on NLP and Computational Social Science, 2017