Pragaash Ponnusamy
5 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
conversational ai
(2)
multilingual nlp
(1)
speech recognition
(1)
automatic speech recognition
(1)
query reformulation
(1)
natural language understanding
(1)
sparsity
(1)
markov model
(1)
low-resource language
(1)
scaling law
(1)
end-to-end learning
(1)
weight quantization
(1)
subword tokenization
(1)
feedback learning
(1)
activation sparsity
(1)
inference speedup
(1)
query rewriting
(1)
entity resolution
(1)
character-level model
(1)
multilingual corpus
(1)
Papers
Training-Free Activation Sparsity in Large Language Models
ICLR 2025
Mechanistic Design and Scaling of Hybrid Architectures
ICML 2024
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning
ACL 2022
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI
NAACL 2022
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents
AAAI 2020