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Xinyang Geng

Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning

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Oct 10, 2024
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RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold

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Jun 20, 2024
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Sequential Modeling Enables Scalable Learning for Large Vision Models

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Dec 01, 2023
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Action-Quantized Offline Reinforcement Learning for Robotic Skill Learning

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Oct 18, 2023
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Latent Conservative Objective Models for Data-Driven Crystal Structure Prediction

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Oct 16, 2023
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Multi-Stage Cable Routing through Hierarchical Imitation Learning

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Jul 23, 2023
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The False Promise of Imitating Proprietary LLMs

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May 25, 2023
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Offline Q-Learning on Diverse Multi-Task Data Both Scales And Generalizes

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Nov 28, 2022
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FCM: Forgetful Causal Masking Makes Causal Language Models Better Zero-Shot Learners

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Oct 24, 2022
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Multimodal Masked Autoencoders Learn Transferable Representations

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May 31, 2022
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