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20192024
most citedGeneralization through Simulation: Integrating Simulated and Real Data into Deep Reinforcement Learning for Vision-Based Autonomous Flight

11 citations · 23 across the 7 of their papers we have counts for

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cs.LG2024

What Do Learning Dynamics Reveal About Generalization in LLM Reasoning?

Katie Kang, Amrith Setlur, Dibya Ghosh +4

Despite the remarkable capabilities of modern large language models (LLMs), the mechanisms behind their problem-solving abilities remain elusive. In this work, we aim to better und…

cs.LG2024★ 2 cited

Unfamiliar Finetuning Examples Control How Language Models Hallucinate

Katie Kang, Eric Wallace, Claire Tomlin +2

Large language models are known to hallucinate when faced with unfamiliar queries, but the underlying mechanism that govern how models hallucinate are not yet fully understood. In…