% Key papers for Knowledge-augmented question answering (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2024_graph_6158,
  title = {{Graph Neural Prompting with Large Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29875},
}

@inproceedings{iclr2023_leveraging_33404,
  title = {{Leveraging Large Language Models for Multiple Choice Question Answering}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/10737},
}

@inproceedings{neurips2023_toolqa_69506,
  title = {{ToolQA: A Dataset for LLM Question Answering with External Tools}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/73466},
}

@inproceedings{aaai2024_medbench_6620,
  title = {{MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29723},
}

@inproceedings{iclr2024_geollm_34523,
  title = {{GeoLLM: Extracting Geospatial Knowledge from Large Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18551},
}

@inproceedings{aaai2024_llmrg_6407,
  title = {{LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29887},
}

@inproceedings{aaai2025_tablebench_10923,
  title = {{TableBench: A Comprehensive and Complex Benchmark for Table Question Answering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34739},
}

@inproceedings{aaai2025_harnessing_9410,
  title = {{Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34747},
}

@inproceedings{neurips2023_can_68280,
  title = {{Can Language Models Solve Graph Problems in Natural Language?}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/71520},
}

@inproceedings{iclr2024_kola_33837,
  title = {{KoLA: Carefully Benchmarking World Knowledge of Large Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19238},
}

@inproceedings{neurips2024_knowgpt_72016,
  title = {{KnowGPT: Knowledge Graph based Prompting for Large Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95299},
}

@inproceedings{aaai2024_melo_6570,
  title = {{MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29916},
}

@inproceedings{neurips2024_long_70430,
  title = {{Long-form factuality in large language models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96675},
}

@inproceedings{aaai2024_llmeval_6405,
  title = {{LLMEval: A Preliminary Study on How to Evaluate Large Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29934},
}

@inproceedings{aaai2024_tree_7653,
  title = {{Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29928},
}

@inproceedings{aaai2025_attributive_8175,
  title = {{Attributive Reasoning for Hallucination Diagnosis of Large Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34536},
}

@inproceedings{neurips2023_felm_69199,
  title = {{FELM: Benchmarking Factuality Evaluation of Large Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/73491},
}

@inproceedings{neurips2024_medcalc_72470,
  title = {{MedCalc-Bench: Evaluating Large Language Models for Medical Calculations}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97666},
}

@inproceedings{aaai2025_blade_8216,
  title = {{BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34620},
}

@inproceedings{aaai2025_knowledge_9651,
  title = {{Knowledge Is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/31992},
}

@inproceedings{icml2024_debating_45092,
  title = {{Debating with More Persuasive LLMs Leads to More Truthful Answers}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33360},
}

@inproceedings{neurips2024_ehrnoteqa_72642,
  title = {{EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97643},
}

@inproceedings{aaai2025_active_8012,
  title = {{Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33263},
}

@inproceedings{aaai2025_a_7881,
  title = {{A Comprehensive Evaluation on Event Reasoning of Large Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34714},
}