% Key papers for Fine-tuning for reasoning data (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{icml2024_cell2sentence_43872,
  title = {{Cell2Sentence: Teaching Large Language Models the Language of Biology}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34580},
}

@inproceedings{neurips2023_how_69880,
  title = {{How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/73425},
}

@inproceedings{cvpr2023_lana_21304,
  title = {{LANA: A Language-Capable Navigator for Instruction Following and Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21343},
}

@inproceedings{iclr2024_fine_35535,
  title = {{Fine-Tuned Language Models Generate Stable Inorganic Materials as Text}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17538},
}

@inproceedings{iclr2024_openchat_33812,
  title = {{OpenChat: Advancing Open-source Language Models with Mixed-Quality Data}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19263},
}

@inproceedings{neurips2024_recursive_71133,
  title = {{Recursive Introspection: Teaching Language Model Agents How to Self-Improve}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96089},
}

@inproceedings{iclr2023_dataless_32288,
  title = {{Dataless Knowledge Fusion by Merging Weights of Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11949},
}

@inproceedings{neurips2025_videorft_75062,
  title = {{VideoRFT: Incentivizing Video Reasoning Capability in MLLMs via Reinforced Fine-Tuning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=3pORFyKzh1},
}

@inproceedings{iclr2024_datainf_33791,
  title = {{DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19284},
}

@inproceedings{icml2024_cogbench_44352,
  title = {{CogBench: a large language model walks into a psychology lab}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34100},
}

@inproceedings{neurips2024_comback_74368,
  title = {{ComBack: A Versatile Dataset for Enhancing Compiler Backend Development Efficiency}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97455},
}

@inproceedings{aaai2024_amplifying_5169,
  title = {{Amplifying Diversity and Quality in Commonsense Knowledge Graph Completion (Student Abstract)}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30531},
}

@inproceedings{iclr2024_towards_34578,
  title = {{Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18496},
}

@inproceedings{iclr2024_understanding_34582,
  title = {{Understanding Catastrophic Forgetting in Language Models via Implicit Inference}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18492},
}

@inproceedings{iclr2024_fine_33762,
  title = {{Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity Tracking}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19313},
}

@inproceedings{neurips2024_a_71284,
  title = {{A Critical Evaluation of AI Feedback for Aligning Large Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95962},
}

@inproceedings{neurips2024_hints_71553,
  title = {{Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97759},
}

@inproceedings{aaai2026_star_108784,
  title = {{STAR-1: Safer Alignment of Reasoning LLMs with 1K Data}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/41136},
}

@inproceedings{icml2023_task_42277,
  title = {{Task-Specific Skill Localization in Fine-tuned Language Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/23540},
}

@inproceedings{icml2024_understanding_44856,
  title = {{Understanding Finetuning for Factual Knowledge Extraction}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33596},
}

@inproceedings{neurips2024_opendebateevidence_70404,
  title = {{OpenDebateEvidence: A Massive-Scale Argument Mining and Summarization Dataset}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97854},
}

@inproceedings{neurips2024_mammoth2_74572,
  title = {{MAmmoTH2: Scaling Instructions from the Web}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93014},
}

@inproceedings{neurips2025_deepvideo_74918,
  title = {{DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=2YPypUwWIv},
}

@inproceedings{neurips2025_on_75377,
  title = {{On the Loss of Context Awareness in General Instruction Fine-tuning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=7OdU0LYXLr},
}