Zhihong Shao
11 papers · 2019–2025 · 4 venues · across top CS/AI venues
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question answering
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large language model
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reinforcement learning
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in-context learning
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imitation learning
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chain-of-thought reasoning
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mathematical reasoning
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mutual information maximization
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Papers
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
ICLR 2025
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
ICLR 2024
Learning Task Decomposition to Assist Humans in Competitive Programming
ACL 2024
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
ACL 2024
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
ICLR 2024
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy
EMNLP 2023
Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models
ICML 2023
Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework
ACL 2022
Chaining Simultaneous Thoughts for Numerical Reasoning
EMNLP 2022
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering
ACL 2021
Long and Diverse Text Generation with Planning-based Hierarchical Variational Model
EMNLP 2019