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DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models., , , , , , , , and . CoRR, (2024)CoTK: An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation., , , , , , , and . CoRR, (2020)Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework., and . ACL (1), page 1825-1838. Association for Computational Linguistics, (2022)CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing., , , , , , and . CoRR, (2023)Chaining Simultaneous Thoughts for Numerical Reasoning., , and . EMNLP (Findings), page 2533-2547. Association for Computational Linguistics, (2022)A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering., , , and . ACL/IJCNLP (1), page 4111-4124. Association for Computational Linguistics, (2021)DeepSeek LLM: Scaling Open-Source Language Models with Longtermism., , , , , , , , , and 76 other author(s). CoRR, (2024)Tackling Multi-Answer Open-Domain Questions via a Recall-then-Verify Framework., and . CoRR, (2021)Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations., , , , , , , , and . CoRR, (2023)ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving., , , , , , , and . CoRR, (2023)