Pragaash Ponnusamy

According to our database, Pragaash Ponnusamy authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

Training-Free Activation Sparsity in Large Language Models.

James Liu, Pragaash Ponnusamy, Tianle Cai, Han Guo, Yoon Kim, Ben Athiwaratkun

CoRR, 2024

Mechanistic Design and Scaling of Hybrid Architectures.

Michael Poli, Armin W. Thomas, Eric Nguyen, Pragaash Ponnusamy, Björn Deiseroth, Kristian Kersting, Taiji Suzuki, Brian Hie, Stefano Ermon, Christopher Ré, Ce Zhang, Stefano Massaroli

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

PersonalTM: Transformer Memory for Personalized Retrieval.

Ruixue Lian, Sixing Lu, Clint Solomon, Gustavo Aguilar, Pragaash Ponnusamy, Jialong Han, Chengyuan Ma, Chenlei Guo

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

2022

A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning.

Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo

Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI.

Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

2021

Feedback-Based Self-Learning in Large-Scale Conversational AI Agents.

Pragaash Ponnusamy, Alireza Roshan Ghias, Yi Yi, Benjamin Z. Yao, Chenlei Guo, Ruhi Sarikaya

AI Mag., 2021

2020

Personalized Query Rewriting in Conversational AI Agents.

Alireza Roshan Ghias, Clint Solomon Mathialagan, Pragaash Ponnusamy, Lambert Mathias, Chenlei Guo

CoRR, 2020

Feedback-Based Self-Learning in Large-Scale Conversational AI Agents.

Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020