% Key papers for RAG robustness and evaluation (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2024_benchmarking_5277, title = {{Benchmarking Large Language Models in Retrieval-Augmented Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29728}, } @inproceedings{neurips2024_rankrag_72206, title = {{RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95135}, } @inproceedings{neurips2024_crag_72058, title = {{CRAG - Comprehensive RAG Benchmark}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97703}, } @inproceedings{neurips2023_lift_69313, title = {{Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/70587}, } @inproceedings{neurips2024_ragchecker_71530, title = {{RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97761}, } @inproceedings{neurips2024_uda_71769, title = {{UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97735}, } @inproceedings{aaai2026_pathrag_107916, title = {{PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/40268}, } @inproceedings{aaai2025_a_7930, title = {{A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34716}, } @inproceedings{aaai2025_cram_8554, title = {{CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34547}, } @inproceedings{neurips2024_chatqa_72947, title = {{ChatQA: Surpassing GPT-4 on Conversational QA and RAG}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94465}, } @inproceedings{aaai2025_fast_9148, title = {{Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34635}, } @inproceedings{iclr2025_sirerag_84129, title = {{SiReRAG: Indexing Similar and Related Information for Multihop Reasoning}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/27699}, } @inproceedings{aaai2026_archrag_106312, title = {{ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38619}, } @inproceedings{iclr2025_speculative_84052, title = {{Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/27773}, } @inproceedings{icml2024_automated_43444, title = {{Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/35008}, } @inproceedings{iclr2025_long_83461, title = {{Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/28355}, } @inproceedings{iclr2025_visrag_84149, title = {{VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/27679}, } @inproceedings{neurips2025_chain_78608, title = {{Chain-of-Retrieval Augmented Generation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=gUPGGCM4WH}, } @inproceedings{iclr2025_redeep_84184, title = {{ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/27644}, } @inproceedings{aaai2025_adapting_8021, title = {{Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33380}, } @inproceedings{neurips2024_clasheval_72524, title = {{ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97658}, }