% Key papers for Calibration and knowledge in LLM tuning (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{iclr2024_wizardcoder_34555,
  title = {{WizardCoder: Empowering Code Large Language Models with Evol-Instruct}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18519},
}

@inproceedings{cvpr2024_layoutllm_23934,
  title = {{LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29235},
}

@inproceedings{iclr2024_mol_34520,
  title = {{Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18554},
}

@inproceedings{neurips2021_process_63006,
  title = {{Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28732},
}

@inproceedings{neurips2023_gpt4tools_68791,
  title = {{GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/71060},
}

@inproceedings{aaai2024_ecomgpt_5793,
  title = {{EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29820},
}

@inproceedings{neurips2023_memory_66696,
  title = {{Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/72931},
}

@inproceedings{iclr2024_sheared_33452,
  title = {{Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19623},
}

@inproceedings{aaai2025_calibrating_8376,
  title = {{Calibrating Large Language Models with Sample Consistency}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34120},
}

@inproceedings{icml2024_longrope_44286,
  title = {{LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34166},
}

@inproceedings{aaai2024_teaching_7509,
  title = {{Teaching Large Language Models to Translate with Comparison}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29920},
}

@inproceedings{cvpr2025_empowering_26121,
  title = {{Empowering LLMs to Understand and Generate Complex Vector Graphics}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32997},
}

@inproceedings{iclr2024_wildchat_33869,
  title = {{WildChat: 1M ChatGPT Interaction Logs in the Wild}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19206},
}

@inproceedings{neurips2023_pixiu_69850,
  title = {{PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/73431},
}

@inproceedings{aaai2025_bridging_8316,
  title = {{Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34996},
}

@inproceedings{aaai2025_improving_9527,
  title = {{Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34751},
}

@inproceedings{neurips2024_twin_70722,
  title = {{Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96402},
}

@inproceedings{neurips2024_pediatricsgpt_72566,
  title = {{PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94806},
}

@inproceedings{aaai2025_from_9251,
  title = {{From Words to Worth: Newborn Article Impact Prediction with LLM}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32106},
}

@inproceedings{neurips2023_cappy_68211,
  title = {{Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/71584},
}

@inproceedings{neurips2024_instruction_71145,
  title = {{Instruction Tuning Large Language Models to Understand Electronic Health Records}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97801},
}

@inproceedings{aaai2025_enhancing_8982,
  title = {{Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34594},
}

@inproceedings{iclr2024_at_34165,
  title = {{At Which Training Stage Does Code Data Help LLMs Reasoning?}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18910},
}

@inproceedings{neurips2024_prompt_70626,
  title = {{Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96494},
}

@inproceedings{neurips2024_openmathinstruct_71789,
  title = {{OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97731},
}