% Key papers for Reasoning benchmarks and platforms (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2016_qart_105430,
  title = {{QART: A System for Real-Time Holistic Quality Assurance for Contact Center Dialogues}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2016},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/9887},
}

@inproceedings{icml2024_position_44487,
  title = {{Position: LLMs Can’t Plan, But Can Help Planning in LLM-Modulo Frameworks}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33965},
}

@inproceedings{cvpr2023_abstract_20332,
  title = {{Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21196},
}

@inproceedings{aaai2018_learning_102462,
  title = {{Learning Combinatory Categorial Grammars for Plan Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11729},
}

@inproceedings{neurips2025_absolute_79266,
  title = {{Absolute Zero: Reinforced Self-play Reasoning with Zero Data}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=neZSGqhxDa},
}

@inproceedings{aaai2025_key_9641,
  title = {{Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical Reasoning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34593},
}

@inproceedings{cvpr2025_enhancing_26145,
  title = {{Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34226},
}

@inproceedings{neurips2025_webthinker_75370,
  title = {{WebThinker: Empowering Large Reasoning Models with Deep Research Capability}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=7LKKHBAMzH},
}

@inproceedings{aaai2025_acpbench_7952,
  title = {{ACPBench: Reasoning About Action, Change, and Planning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34857},
}

@inproceedings{icml2024_an_45623,
  title = {{An LLM Compiler for Parallel Function Calling}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/32829},
}

@inproceedings{aaai2024_interactive_6340,
  title = {{Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language Instruction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30561},
}

@inproceedings{aaai2025_hybrid_9471,
  title = {{Hybrid Reasoning About Relative Position and Orientation of Objects and Navigating Agents Using Answer Set Programming}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33644},
}

@inproceedings{neurips2025_simulating_76081,
  title = {{Simulating Viva Voce Examinations to Evaluate Clinical Reasoning in Large Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=FEVfIPMy5b},
}

@inproceedings{neurips2025_sql_78729,
  title = {{SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=hgJQcuDwm1},
}

@inproceedings{neurips2025_agentic_78991,
  title = {{Agentic RL Scaling Law: Spontaneous Code Execution for Mathematical Problem Solving}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=kXieirlPjF},
}

@inproceedings{aaai2025_counting_8552,
  title = {{Counting and Reasoning with Plans}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34871},
}

@inproceedings{aaai2025_rmath_10451,
  title = {{RMath: A Logic Reasoning-Focused Datasets Toward Mathematical Multistep Reasoning Tasks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34585},
}

@inproceedings{icml2024_graph_44954,
  title = {{Graph-enhanced Large Language Models in Asynchronous Plan Reasoning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33498},
}

@inproceedings{icml2025_overcoming_45970,
  title = {{Overcoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/46576},
}

@inproceedings{icml2025_mapeval_48196,
  title = {{MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44415},
}

@inproceedings{icml2026_evaluating_49690,
  title = {{Evaluating Relational Reasoning in LLMs with REL}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=4oU82peL8f},
}

@inproceedings{icml2026_stand_51533,
  title = {{STAND: Self-Aware Precondition Induction for Interactive Task Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=NJes6aeTem},
}

@inproceedings{icml2026_buildarena_51817,
  title = {{BuildArena: A Physics-Aligned Interactive Benchmark of LLMs for Engineering Construction}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=QAQKmIp3SZ},
}