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20 Results
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Workshop
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Sat 12:00 |
Mind the Gap: A Surgical Study on the Self-improvement Capabilities of LLMs Yuda Song · Hanlin Zhang · Udaya Ghai · Carson Eisenach · Sham Kakade · Dean Foster |
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Workshop
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Matchmaker: Self-Improving Compositional LLM Programs for Table Schema Matching Nabeel Seedat · Mihaela van der Schaar |
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Poster
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Thu 11:00 |
Recursive Introspection: Teaching Language Model Agents How to Self-Improve Yuxiao Qu · Tianjun Zhang · Naman Garg · Aviral Kumar |
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Workshop
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Solving Out-of-Distribution Challenges in Optical Foundation Models using Self-Improving Data Augmentation Mingqian Ma · Taigao Ma · L. Jay Guo |
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Workshop
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On Reward Functions For Self-Improving General-Purpose Reasoning Thomas Foster · Eltayeb Ahmed · Jonathan Cook · Shalev Lifshitz · Tim Rocktäschel · Jakob Foerster |
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Workshop
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Matchmaker: Self-Improving Large Language Model Programs for Schema Matching Nabeel Seedat · Mihaela van der Schaar |
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Workshop
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Auto-Enhance: Towards a Meta-Benchmark to Evaluate AI Agents' Ability to Improve Other Agents Samuel Brown · Basil Labib · Codruta Lugoj · Sai Sasank Y |
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Poster
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Wed 11:00 |
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing Ye Tian · Baolin Peng · Linfeng Song · Lifeng Jin · Dian Yu · Lei Han · Haitao Mi · Dong Yu |
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Workshop
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Stutter Makes Smarter: Learning Self-Improvement for Large Language Models Pei-Chen Ho · Meng-Hsi Chen · Alberto Bernacchia · Philipp Ennen · Yen-Chen Wu · Da-shan Shiu |
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Workshop
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Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models Yuda Song · Hanlin Zhang · Udaya Ghai · Carson Eisenach · Sham Kakade · Dean Foster |
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Workshop
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Self-Improvement in Language Models: The Sharpening Mechanism Audrey Huang · Adam Block · Dylan J Foster · Dhruv Rohatgi · Cyril Zhang · Max Simchowitz · Jordan Ash · Akshay Krishnamurthy |
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Poster
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Thu 11:00 |
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations Walter Simoncini · Andrei Bursuc · Spyridon Gidaris · Yuki Asano |