Samridhi Choudhary

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Semantic Interpretation

Spoken Dialog Systems

Language Understanding

Top Venues

Publications

Zi Yang, Samridhi Choudhary, Xinfeng Xie, Cao Gao, Siegfried Kunzmann, Zheng Zhang
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization. CoRR (2024)
Ershad Banijamali, Pegah Kharazmi, Sepehr Eghbali, Jixuan Wang, Clement Chung, Samridhi Choudhary
Pyramid Dynamic Inference: Encouraging Faster Inference Via Early Exit Boosting. ICASSP (2023)
Zi Yang, Samridhi Choudhary, Siegfried Kunzmann, Zheng Zhang
Quantization-aware and Tensor-compressed Training of Transformers for Natural Language Understanding. INTERSPEECH (2023)
Pegah Kharazmi, Zhewei Zhao, Clement Chung, Samridhi Choudhary
Distill-Quantize-Tune - Leveraging Large Teachers for Low-Footprint Efficient Multilingual NLU on Edge. ICASSP (2023)
Zi Yang, Samridhi Choudhary, Siegfried Kunzmann, Zheng Zhang
Quantization-Aware and Tensor-Compressed Training of Transformers for Natural Language Understanding. CoRR (2023)
Bhuvan Agrawal, Markus Müller, Samridhi Choudhary, Martin Radfar, Athanasios Mouchtaris, Ross McGowan, Nathan Susanj, Siegfried Kunzmann
Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding. ICASSP (2022)
Markus Müller, Samridhi Choudhary, Clement Chung, Athanasios Mouchtaris, Siegfried Kunzmann
In Pursuit of Babel - Multilingual End-to-End Spoken Language Understanding. ASRU (2021)
Hamidreza Saghir, Samridhi Choudhary, Sepehr Eghbali, Clement Chung
Factorization-Aware Training of Transformers for Natural Language Understanding on the Edge. Interspeech (2021)
Michael Saxon, Samridhi Choudhary, Joseph P. McKenna, Athanasios Mouchtaris
End-to-End Spoken Language Understanding for Generalized Voice Assistants. Interspeech (2021)
Michael Saxon, Samridhi Choudhary, Joseph P. McKenna, Athanasios Mouchtaris
End-to-End Spoken Language Understanding for Generalized Voice Assistants. CoRR (2021)
Kanthashree Mysore Sathyendra, Samridhi Choudhary, Leah Nicolich-Henkin
Extreme Model Compression for On-device Natural Language Understanding. COLING (Industry) (2020)
Kanthashree Mysore Sathyendra, Samridhi Choudhary, Leah Nicolich-Henkin
Extreme Model Compression for On-device Natural Language Understanding. CoRR (2020)
Mingzhi Yu, Hieu Duy Nguyen, Alex Sokolov, Jack Lepird, Kanthashree Mysore Sathyendra, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann
Multilingual Grapheme-To-Phoneme Conversion with Byte Representation. ICASSP (2020)
Samridhi Choudhary, Christopher Bogart, Carolyn Penstein Rosé, Jim Herbsleb
Using Productive Collaboration Bursts to Analyze Open Source Collaboration Effectiveness. SANER (2020)
Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris
Semantic Complexity in End-to-End Spoken Language Understanding. CoRR (2020)
Bhuvan Agrawal, Markus Müller, Martin Radfar, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann
Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding. CoRR (2020)
Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris
Semantic Complexity in End-to-End Spoken Language Understanding. INTERSPEECH (2020)
James Fiacco, Samridhi Choudhary, Carolyn Penstein Rosé
Deep Neural Model Inspection and Comparison via Functional Neuron Pathways. ACL (1) (2019)
Shrimai Prabhumoye, Samridhi Choudhary, Evangelia Spiliopoulou, Christopher Bogart, Carolyn Penstein Rosé, Alan W. Black
Linguistic Markers of Influence in Informal Interactions. NLP+CSS@ACL (2017)
Shrimai Prabhumoye, Samridhi Choudhary, Evangelia Spiliopoulou, Christopher Bogart, Carolyn Penstein Rosé, Alan W. Black
Linguistic Markers of Influence in Informal Interactions. CoRR (2017)