Deepak Nathani

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authored 3 papers 4 days ago

WildSci: Advancing Scientific Reasoning from In-the-Wild Literature

Paper • 2601.05567 • Published Jan 9

Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing

Paper • 2602.04837 • Published Feb 4 • 8

Procedural Generation of Algorithm Discovery Tasks in Machine Learning

Paper • 2603.17863 • Published 9 days ago • 4

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

published a dataset 10 months ago

mlgym/coco-captioning

Viewer • Updated Dec 1, 2024 • 56.5k • 48

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

authored 2 papers about 1 year ago

MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models

Paper • 2310.12426 • Published Oct 19, 2023 • 1

Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies

Paper • 2308.03188 • Published Aug 6, 2023 • 2

liked a model over 2 years ago

akjindal53244/Arithmo-Mistral-7B

Text Generation • Updated Jan 27, 2024 • 760 • 62