% Key papers for Knowledge editing in LLMs (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2024_mitigating_6649,
  title = {{Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29770},
}

@inproceedings{icml2024_how_43916,
  title = {{How Language Model Hallucinations Can Snowball}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34536},
}

@inproceedings{aaai2023_contrastive_3326,
  title = {{Contrastive Learning Reduces Hallucination in Conversations}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26596},
}

@inproceedings{iclr2024_self_33981,
  title = {{Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19094},
}

@inproceedings{iclr2023_discovering_32276,
  title = {{Discovering Latent Knowledge in Language Models Without Supervision}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11480},
}

@inproceedings{aaai2022_enhanced_2039,
  title = {{Enhanced Story Comprehension for Large Language Models through Dynamic Document-Based Knowledge Graphs}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/10436-enhanced-story-comprehension-for-large-language-models-through-dynamic-document-based-knowledge-graphs/},
}

@inproceedings{icml2022_memory_40821,
  title = {{Memory-Based Model Editing at Scale}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2022},
  url = {https://icml.cc/virtual/2022/poster/17533},
}

@inproceedings{neurips2021_mind_61412,
  title = {{Mind the Gap: Assessing Temporal Generalization in Neural Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27433},
}

@inproceedings{iclr2024_dola_34511,
  title = {{DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18563},
}

@inproceedings{iclr2023_protein_32693,
  title = {{Protein Representation Learning via Knowledge Enhanced Primary Structure Reasoning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11874},
}

@inproceedings{neurips2024_how_72318,
  title = {{How Do Large Language Models Acquire Factual Knowledge During Pretraining?}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95028},
}

@inproceedings{aaai2025_learn_9668,
  title = {{LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33291},
}

@inproceedings{neurips2024_wise_72445,
  title = {{WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94912},
}

@inproceedings{aaai2025_re2llm_10463,
  title = {{Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33399},
}

@inproceedings{iclr2022_knowledge_31785,
  title = {{Knowledge Infused Decoding}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6163},
}

@inproceedings{aaai2024_journey_6366,
  title = {{Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29735},
}

@inproceedings{aaai2024_history_6217,
  title = {{History Matters: Temporal Knowledge Editing in Large Language Model}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29912},
}

@inproceedings{aaai2024_ontofact_6854,
  title = {{OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29859},
}

@inproceedings{aaai2025_bridging_8319,
  title = {{Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33284},
}

@inproceedings{neurips2024_avatar_71833,
  title = {{AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95465},
}

@inproceedings{iclr2025_looking_82883,
  title = {{Looking Inward: Language Models Can Learn About Themselves by Introspection}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28917},
}

@inproceedings{iclr2025_physics_83447,
  title = {{Physics of Language Models: Part 3.2, Knowledge Manipulation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28369},
}

@inproceedings{iclr2024_unveiling_34886,
  title = {{Unveiling the Pitfalls of Knowledge Editing for Large Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18188},
}

@inproceedings{aaai2025_zero_11323,
  title = {{Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34559},
}

@inproceedings{iclr2024_massive_34202,
  title = {{Massive Editing for Large Language Models via Meta Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18873},
}

@inproceedings{aaai2025_elder_8867,
  title = {{ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34622},
}

@inproceedings{aaai2025_hybrid_9472,
  title = {{Hybrid-Driving: An Autonomous Driving Decision Framework Integrating Large Language Models, Knowledge Graphs and Driving Rules}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32066},
}