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Deepak Nathani's picture
4 1

Deepak Nathani

dnathani
·
https://deepakn97.github.io/
  • deepaknathani11
  • deepakn97

AI & ML interests

Controllable Text Generation, Dialogue systems

Recent Activity

authored a paper 10 days ago
WildSci: Advancing Scientific Reasoning from In-the-Wild Literature
authored a paper 10 days ago
Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing
authored a paper 10 days ago
Procedural Generation of Algorithm Discovery Tasks in Machine Learning
View all activity

Organizations

UC Santa Barbara NLP Group's profile picture MLGYM's profile picture

upvoted 2 papers 4 months ago

What Does It Take to Be a Good AI Research Agent? Studying the Role of Ideation Diversity

Paper • 2511.15593 • Published Nov 19, 2025 • 59

Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance

Paper • 2511.13254 • Published Nov 17, 2025 • 139
upvoted a paper 11 months ago

THOUGHTTERMINATOR: Benchmarking, Calibrating, and Mitigating Overthinking in Reasoning Models

Paper • 2504.13367 • Published Apr 17, 2025 • 26
upvoted a paper about 1 year ago

Retrieval Head Mechanistically Explains Long-Context Factuality

Paper • 2404.15574 • Published Apr 24, 2024 • 3
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