% Key papers for Search and self-correction in reasoning (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{neurips2022_chain_65337,
  title = {{Chain-of-Thought Prompting Elicits Reasoning in Large Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/54087},
}

@inproceedings{neurips2023_tree_66845,
  title = {{Tree of Thoughts: Deliberate Problem Solving with Large Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/72797},
}

@inproceedings{aaai2024_graph_6160,
  title = {{Graph of Thoughts: Solving Elaborate Problems with Large Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29720},
}

@inproceedings{iclr2023_least_32710,
  title = {{Least-to-Most Prompting Enables Complex Reasoning in Large Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/12263},
}

@inproceedings{neurips2022_star_65317,
  title = {{STaR: Bootstrapping Reasoning With Reasoning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/54067},
}

@inproceedings{iclr2023_selection_31982,
  title = {{Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11166},
}

@inproceedings{neurips2024_mmlu_74536,
  title = {{MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97435},
}

@inproceedings{iclr2023_complexity_33412,
  title = {{Complexity-Based Prompting for Multi-step Reasoning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11280},
}

@inproceedings{iclr2023_language_32937,
  title = {{Language models are multilingual chain-of-thought reasoners}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/10960},
}

@inproceedings{icml2023_specializing_42137,
  title = {{Specializing Smaller Language Models towards Multi-Step Reasoning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/23860},
}

@inproceedings{iclr2023_language_33217,
  title = {{Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/10783},
}

@inproceedings{icml2024_promptbreeder_43651,
  title = {{Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34801},
}

@inproceedings{aaai2025_is_9607,
  title = {{Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models?}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34756},
}

@inproceedings{aaai2024_chain_5393,
  title = {{Chain-of-Thought Improves Text Generation with Citations in Large Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29794},
}

@inproceedings{icml2024_algorithm_44104,
  title = {{Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34348},
}

@inproceedings{neurips2023_why_69630,
  title = {{Why think step by step? Reasoning emerges from the locality of experience}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/70306},
}

@inproceedings{iclr2024_selfcheck_35298,
  title = {{SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17775},
}

@inproceedings{icml2024_chain_45668,
  title = {{Chain of Code: Reasoning with a Language Model-Augmented Code Emulator}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/32784},
}

@inproceedings{icml2023_synthetic_42273,
  title = {{Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/24048},
}

@inproceedings{aaai2024_mindmap_6639,
  title = {{MindMap: Constructing Evidence Chains for Multi-Step Reasoning in Large Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29896},
}

@inproceedings{aaai2024_turning_7661,
  title = {{Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29821},
}

@inproceedings{neurips2024_self_71015,
  title = {{SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96192},
}

@inproceedings{neurips2024_can_71291,
  title = {{Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95956},
}

@inproceedings{neurips2025_cad_77126,
  title = {{CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=QoiFdfZUJv},
}

@inproceedings{neurips2024_diffusion_71312,
  title = {{Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95935},
}

@inproceedings{neurips2024_calibrating_74298,
  title = {{Calibrating Reasoning in Language Models with Internal Consistency}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93260},
}

@inproceedings{iclr2025_on_80754,
  title = {{On the self-verification limitations of large language models on reasoning and planning tasks}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/31014},
}

@inproceedings{iclr2025_physics_84180,
  title = {{Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/27648},
}

@inproceedings{aaai2026_nestr_108108,
  title = {{NeSTR: A Neuro-Symbolic Abductive Framework for Temporal Reasoning in Large Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/40460},
}

@inproceedings{aaai2025_multilingual_10063,
  title = {{Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34509},
}

@inproceedings{iclr2024_large_33692,
  title = {{Large Language Model Cascades with Mixture of Thought Representations for Cost-Efficient Reasoning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19383},
}