Deepak Nathani

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upvoted 2 papers 6 days ago

Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling

Paper • 2604.27039 • Published 8 days ago • 24

Procedural Generation of Algorithm Discovery Tasks in Machine Learning

Paper • 2603.17863 • Published Mar 18 • 5

upvoted a paper 5 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

upvoted a paper 6 months ago

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

Paper • 2511.13254 • Published Nov 17, 2025 • 140

upvoted 2 papers about 1 year ago

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

Paper • 2504.13367 • Published Apr 17, 2025 • 26

Retrieval Head Mechanistically Explains Long-Context Factuality

Paper • 2404.15574 • Published Apr 24, 2024 • 3