Chandana Satya Prakash

Researcher, Amazon

Joined

January 2022

Names

Chandana Satya Prakash (Preferred)

Emails

****@amazon.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Amazon (amazon.com)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

Knowledge Retrieval

2022 – Present

Large Language Model Pre-training

2019 – Present

Deep Learning

2019 – Present

Natural Language Understanding

2018 – Present

Publications

FARS: FSM-Augmentation to Make LLMs Hallucinate the Right APIs
Subendhu Rongali, Chandana Satya Prakash, Arpit Gupta, Wael Hamza
- Submitted to ICLR 2024
- Readers: Everyone
Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding
Jonathan J. Hüser, Judith Gaspers, Thomas Gueudré, Chandana Satya Prakash, Jin Cao, Daniil Sorokin, Quynh Do, Nicolas Anastassacos, Tobias Falke, Turan Gojayev
- Published: 01 Jan 2023, Last Modified: 18 Dec 2023
- ACL (industry) 2023
- Readers: Everyone
Instilling Type Knowledge in Language Models via Multi-Task QA
Shuyang Li, Mukund Sridhar, Chandana Satya Prakash, Jin Cao, Wael Hamza, Julian J. McAuley
- 2022 (modified: 24 Apr 2023)
- NAACL-HLT (Findings) 2022
- Readers: Everyone
Instilling Type Knowledge in Language Models via Multi-Task QA
Shuyang Li, Mukund Sridhar, Chandana Satya Prakash, Jin Cao, Wael Hamza, Julian J. McAuley
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan et al. (21 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- KDD 2022
- Readers: Everyone
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan et al. (21 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model
Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGerald, Rahul Gupta, Wael Hamza, Haidar Khan, Charith Peris, Stephen Rawls, Andy Rosenbaum, Anna Rumshisky, Chandana Satya Prakash, Mukund Sridhar, Fabian Triefenbach, Apurv Verma, Gökhan Tür, Prem Natarajan
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- CoRR 2022
- Readers: Everyone
Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU
Jin Cao, Chandana Satya Prakash, Wael Hamza
- Published: 01 Jan 2022, Last Modified: 18 Dec 2023
- NAACL-HLT (Findings) 2022
- Readers: Everyone

Co-Authors

View all 54 co-authors