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

@inproceedings{icml2020_retrieval_38700,
  title = {{Retrieval Augmented Language Model Pre-Training}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2020},
  url = {https://icml.cc/virtual/2020/poster/6294},
}

@inproceedings{neurips2022_autoregressive_65268,
  title = {{Autoregressive Search Engines: Generating Substrings as Document Identifiers}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/54916},
}

@inproceedings{iclr2023_promptagator_32971,
  title = {{Promptagator: Few-shot Dense Retrieval From 8 Examples}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/10937},
}

@inproceedings{iclr2023_recitation_31893,
  title = {{Recitation-Augmented Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/10962},
}

@inproceedings{cvpr2025_omnidocbench_27120,
  title = {{OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34400},
}

@inproceedings{iclr2024_raptor_34041,
  title = {{RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19034},
}

@inproceedings{aaai2022_improving_2233,
  title = {{Improving Biomedical Information Retrieval with Neural Retrievers}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/11038-improving-biomedical-information-retrieval-with-neural-retrievers/},
}

@inproceedings{neurips2022_decoupling_64873,
  title = {{Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/55175},
}

@inproceedings{aaai2022_novelty_2478,
  title = {{Novelty Controlled Paraphrase Generation with Retrieval Augmented Conditional Prompt Tuning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/10535-novelty-controlled-paraphrase-generation-with-retrieval-augmented-conditional-prompt-tuning/},
}

@inproceedings{aaai2022_retgen_2643,
  title = {{RetGen: A Joint Framework for Retrieval and Grounded Text Generation Modeling}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/11739-retgen-a-joint-framework-for-retrieval-and-grounded-text-generation-modeling/},
}

@inproceedings{iclr2024_making_34677,
  title = {{Making Retrieval-Augmented Language Models Robust to Irrelevant Context}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18397},
}

@inproceedings{icml2022_neuro_40891,
  title = {{Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2022},
  url = {https://icml.cc/virtual/2022/poster/16305},
}

@inproceedings{neurips2020_retrieval_60716,
  title = {{Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17793},
}

@inproceedings{aaai2017_efficiently_105983,
  title = {{Efficiently Mining High Quality Phrases from Texts}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11012},
}

@inproceedings{aaai2023_dyrren_3514,
  title = {{DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26543},
}

@inproceedings{aaai2021_a_60,
  title = {{A Unified Pretraining Framework for Passage Ranking and Expansion}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/04555-a-unified-pretraining-framework-for-passage-ranking-and-expansion/},
}

@inproceedings{iclr2024_ra_33513,
  title = {{RA-DIT: Retrieval-Augmented Dual Instruction Tuning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19562},
}

@inproceedings{iclr2025_generative_81184,
  title = {{Generative Representational Instruction Tuning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30586},
}

@inproceedings{aaai2025_improving_9539,
  title = {{Improving Retrieval Augmented Language Model with Self-Reasoning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34743},
}

@inproceedings{aaai2025_maferw_9890,
  title = {{MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34732},
}

@inproceedings{aaai2024_scispace_7272,
  title = {{SciSpace Copilot: Empowering Researchers through Intelligent Reading Assistance}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30578},
}

@inproceedings{iclr2024_recomp_35188,
  title = {{RECOMP: Improving Retrieval-Augmented LMs with Context Compression and Selective Augmentation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17885},
}

@inproceedings{aaai2024_from_6062,
  title = {{From Retrieval to Generation: A Simple and Unified Generative Model for End-to-End Task-Oriented Dialogue}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29745},
}

@inproceedings{aaai2024_querysum_7045,
  title = {{QuerySum: A Multi-Document Query-Focused Summarization Dataset Augmented with Similar Query Clusters}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29836},
}

@inproceedings{aaai2024_gear_6083,
  title = {{GEAR-Up: Generative AI and External Knowledge-Based Retrieval: Upgrading Scholarly Article Searches for Systematic Reviews}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30577},
}

@inproceedings{iclr2024_adaptive_34722,
  title = {{Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18352},
}

@inproceedings{icml2024_instructretro_44325,
  title = {{InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34127},
}

@inproceedings{neurips2024_approaching_71298,
  title = {{Approaching Human-Level Forecasting with Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95949},
}

@inproceedings{aaai2025_mrr_9871,
  title = {{MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34802},
}

@inproceedings{iclr2025_inference_81434,
  title = {{Inference Scaling for Long-Context Retrieval Augmented Generation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30339},
}

@inproceedings{neurips2024_exploratory_71717,
  title = {{Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95569},
}

@inproceedings{neurips2025_iterative_79709,
  title = {{Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=s9NkfkUuEr},
}

@inproceedings{aaai2025_espresso_8882,
  title = {{ESPRESSO: An Effective Approach to Passage Retrieval for High-Quality Conversational Recommender Systems}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33300},
}