Adithya Sagar

22 papers A* 1A 1Misc 1Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale Deployment.
CoRR
Hanxian Huang, Igor Fedorov, Andrey Gromov, Bernard Beckerman, Naveen Suda, David Eriksson, Maximilian Balandat, Rylan Conway, Patrick Huber, Chinnadhurai Sankar, Ayushi Dalmia, Zechun Liu, Lemeng Wu, Tarek Elgamal, Adithya Sagar, Vikas Chandra, Raghuraman Krishnamoorthi
2025 J jnl
CoSMoEs: Compact Sparse Mixture of Experts.
CoRR
Patrick Huber, Akshat Shrivastava, Ernie Chang, Chinnadhurai Sankar, Ahmed Aly, Adithya Sagar
2025 J jnl
MobileLLM-Pro Technical Report.
CoRR
Patrick Huber, Ernie Chang, Wei Wen, Igor Fedorov, Tarek Elgamal, Hanxian Huang, Naveen Suda, Chinnadhurai Sankar, Vish Vogeti, Yanghan Wang, Alex Gladkov, Kai Sheng Tai, Abdelrahman Elogeel, Tarek Hefny, Vikas Chandra, Ahmed Aly, Anuj Kumar, Raghuraman Krishnamoorthi, Adithya Sagar
2025 J jnl
Stream RAG: Instant and Accurate Spoken Dialogue Systems with Streaming Tool Usage.
CoRR
Siddhant Arora, Haidar Khan, Kai Sun, Xin Luna Dong, Sajal Choudhary, Seungwhan Moon, Xinyuan Zhang, Adithya Sagar, Surya Teja Appini, Kaushik Patnaik, Sanat Sharma, Shinji Watanabe, Anuj Kumar, Ahmed Aly, Yue Liu, Florian Metze, Zhaojiang Lin
2024 J jnl
CoDi: Conversational Distillation for Grounded Question Answering.
CoRR
Patrick Huber, Arash Einolghozati, Rylan Conway, Kanika Narang, Matt Smith, Waqar Nayyar, Adithya Sagar, Ahmed Aly, Akshat Shrivastava
2024 — conf
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling.
ACL (1)
Zekun Li, Zhiyu Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook
2024 J jnl
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling.
CoRR
Zekun Li, Zhiyu Zoey Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Luna Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook
2024 — conf
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding.
EMNLP (Findings)
Trang Le, Daniel Lazar, Suyoun Kim, Shan Jiang, Duc Le, Adithya Sagar, Aleksandr Livshits, Ahmed Aly, Akshat Shrivastava
2024 J jnl
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding.
CoRR
Trang Le, Daniel Lazar, Suyoun Kim, Shan Jiang, Duc Le, Adithya Sagar, Aleksandr Livshits, Ahmed Aly, Akshat Shrivastava
2024 A* conf
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs.
ICML
Charlie Hou, Akshat Shrivastava, Hongyuan Zhan, Rylan Conway, Trang Le, Adithya Sagar, Giulia Fanti, Daniel Lazar
2024 J jnl
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs.
CoRR
Charlie Hou, Akshat Shrivastava, Hongyuan Zhan, Rylan Conway, Trang Le, Adithya Sagar, Giulia Fanti, Daniel Lazar
2024 J jnl
Small But Funny: A Feedback-Driven Approach to Humor Distillation.
CoRR
Sahithya Ravi, Patrick Huber, Akshat Shrivastava, Adithya Sagar, Ahmed Aly, Vered Shwartz, Arash Einolghozati
2022 J jnl
Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models.
CoRR
Alon Albalak, Akshat Shrivastava, Chinnadhurai Sankar, Adithya Sagar, Mike Ross
2022 — conf
RetroNLU: Retrieval Augmented Task-Oriented Semantic Parsing.
ConvAI@ACL
Vivek Gupta, Akshat Shrivastava, Adithya Sagar, Armen Aghajanyan, Denis Savenkov
2022 J jnl
STOP: A dataset for Spoken Task Oriented Semantic Parsing.
CoRR
Paden Tomasello, Akshat Shrivastava, Daniel Lazar, Po-Chun Hsu, Duc Le, Adithya Sagar, Ali Elkahky, Jade Copet, Wei-Ning Hsu, Yossef Mordechay, Robin Algayres, Tu Anh Nguyen, Emmanuel Dupoux, Luke Zettlemoyer, Abdelrahman Mohamed
2022 — conf
Stop: A Dataset for Spoken Task Oriented Semantic Parsing.
SLT
Paden Tomasello, Akshat Shrivastava, Daniel Lazar, Po-Chun Hsu, Duc Le, Adithya Sagar, Ali Elkahky, Jade Copet, Wei-Ning Hsu, Yossi Adi, Robin Algayres, Tu Anh Nguyen, Emmanuel Dupoux, Luke Zettlemoyer, Abdelrahman Mohamed
2021 J jnl
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing.
CoRR
Vivek Gupta, Akshat Shrivastava, Adithya Sagar, Armen Aghajanyan, Denis Savenkov
2020 Misc conf
Lattice-Based Improvements for Voice Triggering Using Graph Neural Networks.
ICASSP
Pranay Dighe, Saurabh Adya, Nuoyu Li, Srikanth Vishnubhotla, Devang Naik, Adithya Sagar, Ying Ma, Stephen Pulman, Jason D. Williams
2020 J jnl
Lattice-based Improvements for Voice Triggering Using Graph Neural Networks.
CoRR
Pranay Dighe, Saurabh Adya, Nuoyu Li, Srikanth Vishnubhotla, Devang Naik, Adithya Sagar, Ying Ma, Stephen Pulman, Jason D. Williams
2019 A conf
Active Learning for Domain Classification in a Commercial Spoken Personal Assistant.
INTERSPEECH
Xi C. Chen, Adithya Sagar, Justine T. Kao, Tony Y. Li, Christopher Klein, Stephen Pulman, Ashish Garg, Jason D. Williams
2019 J jnl
Active Learning for Domain Classification in a Commercial Spoken Personal Assistant.
CoRR
Xi C. Chen, Adithya Sagar, Justine T. Kao, Tony Y. Li, Christopher Klein, Stephen Pulman, Ashish Garg, Jason D. Williams
2018 J jnl
Dynamic Optimization with Particle Swarms (DOPS): a meta-heuristic for parameter estimation in biochemical models.
BMC Syst. Biol.
Adithya Sagar, Rachel LeCover, Christine Ann Shoemaker, Jeffrey D. Varner