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2020 – today
- 2024
[c7]Zekun Li, Zhiyu Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook:
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling. ACL (1) 2024: 8688-8704- [c6]Trang Le, Daniel Lazar, Suyoun Kim, Shan Jiang, Duc Le, Adithya Sagar, Aleksandr Livshits, Ahmed Aly, Akshat Shrivastava:
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding. EMNLP (Findings) 2024: 14027-14038 - [c5]Charlie Hou, Akshat Shrivastava, Hongyuan Zhan, Rylan Conway, Trang Le, Adithya Sagar, Giulia Fanti, Daniel Lazar:
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs. ICML 2024 - [i10]Zekun Li, Zhiyu Zoey Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Luna Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook:
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling. CoRR abs/2402.10466 (2024) - [i9]Sahithya Ravi, Patrick Huber, Akshat Shrivastava, Adithya Sagar, Ahmed Aly, Vered Shwartz, Arash Einolghozati:
Small But Funny: A Feedback-Driven Approach to Humor Distillation. CoRR abs/2402.18113 (2024) - [i8]Charlie Hou, Akshat Shrivastava, Hongyuan Zhan, Rylan Conway, Trang Le, Adithya Sagar, Giulia Fanti, Daniel Lazar:
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs. CoRR abs/2406.02958 (2024) - [i7]Trang Le, Daniel Lazar, Suyoun Kim, Shan Jiang, Duc Le, Adithya Sagar, Aleksandr Livshits, Ahmed Aly, Akshat Shrivastava:
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding. CoRR abs/2406.07823 (2024) - [i6]Patrick Huber, Arash Einolghozati, Rylan Conway, Kanika Narang, Matt Smith, Waqar Nayyar, Adithya Sagar, Ahmed Aly, Akshat Shrivastava:
CoDi: Conversational Distillation for Grounded Question Answering. CoRR abs/2408.11219 (2024) - 2022
- [c4]Vivek Gupta, Akshat Shrivastava, Adithya Sagar, Armen Aghajanyan, Denis Savenkov:
RetroNLU: Retrieval Augmented Task-Oriented Semantic Parsing. ConvAI@ACL 2022: 184-196 - [c3]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:
Stop: A Dataset for Spoken Task Oriented Semantic Parsing. SLT 2022: 991-998 - [i5]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:
STOP: A dataset for Spoken Task Oriented Semantic Parsing. CoRR abs/2207.10643 (2022) - [i4]Alon Albalak, Akshat Shrivastava, Chinnadhurai Sankar, Adithya Sagar, Mike Ross:
Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models. CoRR abs/2210.03871 (2022) - 2021
- [i3]Vivek Gupta, Akshat Shrivastava, Adithya Sagar, Armen Aghajanyan, Denis Savenkov:
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing. CoRR abs/2109.10410 (2021) - 2020
- [c2]Pranay Dighe, Saurabh Adya, Nuoyu Li, Srikanth Vishnubhotla, Devang Naik, Adithya Sagar, Ying Ma, Stephen Pulman, Jason D. Williams
:
Lattice-Based Improvements for Voice Triggering Using Graph Neural Networks. ICASSP 2020: 7459-7463 - [i2]Pranay Dighe, Saurabh Adya, Nuoyu Li, Srikanth Vishnubhotla, Devang Naik, Adithya Sagar, Ying Ma, Stephen Pulman, Jason D. Williams:
Lattice-based Improvements for Voice Triggering Using Graph Neural Networks. CoRR abs/2001.10822 (2020)
2010 – 2019
- 2019
- [c1]Xi C. Chen, Adithya Sagar, Justine T. Kao, Tony Y. Li, Christopher Klein, Stephen Pulman, Ashish Garg, Jason D. Williams:
Active Learning for Domain Classification in a Commercial Spoken Personal Assistant. INTERSPEECH 2019: 1478-1482 - [i1]Xi C. Chen, Adithya Sagar, Justine T. Kao, Tony Y. Li, Christopher Klein, Stephen Pulman, Ashish Garg, Jason D. Williams:
Active Learning for Domain Classification in a Commercial Spoken Personal Assistant. CoRR abs/1908.11404 (2019) - 2018
- [j1]Adithya Sagar, Rachel LeCover, Christine Ann Shoemaker, Jeffrey D. Varner:
Dynamic Optimization with Particle Swarms (DOPS): a meta-heuristic for parameter estimation in biochemical models. BMC Syst. Biol. 12(1): 87:1-87:15 (2018)
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