Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T18:08:11.910058Z
Paper Citation Record · LEDGER
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions
As of 20 August 2026, this Paper Citation Record lists 100 of 107 outbound references and 8 inbound Pith citation observations for arXiv:2507.18910.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T08:13:27.519293Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
100 of 107 outbound references displayed
- verified exact2
- verified fuzzy33
- unresolved65
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
5
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation d5e68c2b-abd4-4f8d-a1c9-cfae25e05d5c · outbound
This paper cites RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.524035Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 760d0dcf-e035-46b0-b692-ff3491a0474a · outbound
This paper cites Cbr-rag: Case-based reasoning for retrieval augmented generation in llms for legal question answering.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Cbr-rag: Case-based reasoning for retrieval augmented generation in llms for legal question answering
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.529070Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a87ce445-62f7-4bf1-9f9a-78ccd0bce215 · outbound
This paper cites FACTS About Building Retrieval Augmented Generation-based Chatbots.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions FACTS About Building Retrieval Augmented Generation-based Chatbots
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.533271Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f25f95a-e51f-43de-af07-5e9c18504f7e · outbound
This paper cites HyperRAG: Enhancing Quality-Efficiency Tradeoffs in Retrieval-Augmented Generation with Reranker KV-Cache Reuse.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions HyperRAG: Enhancing Quality-Efficiency Tradeoffs in Retrieval-Augmented Generation with Reranker KV-Cache Reuse
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T18:08:12.619966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8d3b5034-34da-4f7f-b9fa-19be62bcfa71 · outbound
This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.542222Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 881b0696-0271-4f3b-89a6-6a05c67918d2 · outbound
This paper cites Self-rag: Learning to retrieve, generate, and critique through self-reflection.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Self-rag: Learning to retrieve, generate, and critique through self-reflection
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.546651Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 738e776d-3d03-47e2-a5f2-94abbf9cdd5a · outbound
This paper cites Bias on the web.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Bias on the web
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.552139Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47d9c750-c592-44f1-b771-5baa6692c517 · outbound
This paper cites Leveraging approximate caching for faster retrieval-augmented generation.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Leveraging approximate caching for faster retrieval-augmented generation
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.556033Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b29999d3-f89f-4f7a-a508-8debce5ff7f7 · outbound
This paper cites Improving language models by retrieving from trillions of tokens.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Improving language models by retrieving from trillions of tokens
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.559742Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db3f5723-facc-4478-aa87-deef898578b2 · outbound
This paper cites Rae, Erich Elsen, and Laurent Sifre.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Rae, Erich Elsen, and Laurent Sifre
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.564813Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3033c66c-e2f2-4df3-8526-6767ea83e6b3 · outbound
This paper cites Ai doesn’t know much about golf.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Ai doesn’t know much about golf
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.568848Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1049a54-4ed6-4c07-8b90-fe0665934d9b · outbound
This paper cites Reading wikipedia to answer open-domain questions.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Reading wikipedia to answer open-domain questions
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.572638Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d4a9887-0078-4468-83f9-642931977d40 · outbound
This paper cites Benchmarking large language models in retrieval-augmented generation.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Benchmarking large language models in retrieval-augmented generation
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.576459Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c10ee76-3186-4438-adb7-29636abe5397 · outbound
This paper cites Retrieval-augmented generation with knowledge graphs: A survey.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Retrieval-augmented generation with knowledge graphs: A survey
Reference 14
- Resolution
- verified exact
- raw_fallback, observed 2026-08-15T18:08:12.581994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 59922472-716b-48c4-a3dc-f6f8a29467b9 · outbound
This paper cites Bridging the gap between prior and posterior knowledge selection for knowledge-grounded dialogue generation.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Bridging the gap between prior and posterior knowledge selection for knowledge-grounded dialogue generation
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.584290Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98e3ebdc-b702-4cab-824f-eadea3631007 · outbound
This paper cites Lift yourself up: Retrieval-augmented text generation with self-memory.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Lift yourself up: Retrieval-augmented text generation with self-memory
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.588134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 299f4431-f24d-479c-ba4a-d91bd4930e68 · outbound
This paper cites Two-layer retrieval-augmented generation framework for low-resource medical question answering using reddit data: Proof-of-concept study.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Two-layer retrieval-augmented generation framework for low-resource medical question answering using reddit data: Proof-of-concept study
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.592456Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3d84009-e711-4eab-b84e-26784c5a7a78 · outbound
This paper cites Wizard of wikipedia: Knowledge-powered conversational agents.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Wizard of wikipedia: Knowledge-powered conversational agents
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.596743Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61e8f900-cd69-416a-be3b-842eff11e975 · outbound
This paper cites A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.600915Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 207c8af1-d628-42b5-8e41-d69519a77ad5 · outbound
This paper cites ARAGOG: Advanced RAG Output Grading.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions ARAGOG: Advanced RAG Output Grading
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.605442Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e354ca23-a244-43d4-9094-6feb6b7e8087 · outbound
This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Retrieval-Augmented Generation for Large Language Models: A Survey
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.609402Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0730a9c9-985e-445f-9ace-8688785e7c67 · outbound
This paper cites Kather, and Aidan Hogan.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Kather, and Aidan Hogan
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.613588Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 795becc4-00ff-4151-8b70-8838c7894aec · outbound
This paper cites Cpr: Retrieval augmented generation for copyright protection.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Cpr: Retrieval augmented generation for copyright protection
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.617249Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98113bea-f8f0-478d-a5e4-2ad40684b221 · outbound
This paper cites Structugraphrag: Structured document-informed knowledge graphs for retrieval-augmented generation.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Structugraphrag: Structured document-informed knowledge graphs for retrieval-augmented generation
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.621077Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 170a8f5e-81c1-46d0-839a-e8e34b05dd45 · outbound
This paper cites REALM: Retrieval-augmented language model pre-training.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions REALM: Retrieval-augmented language model pre-training
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.625212Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf659129-7e27-497f-8ea1-b2197b4e8228 · outbound
This paper cites Retrieval-augmented language model pre-training.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Retrieval-augmented language model pre-training
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.629340Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7781396-bfec-4ffd-81cb-741feda1b153 · outbound
This paper cites A survey on largelanguagemodels: Applications, challenges, limitations, and practical usage.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions A survey on largelanguagemodels: Applications, challenges, limitations, and practical usage
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.633345Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3b9e255-d40b-4a4f-bc1b-4d16cb478e0c · outbound
This paper cites an unresolved cited work.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.637504Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50ca63d5-b7f1-4c4f-8021-8be31cf67d43 · outbound
This paper cites Retrieval-Augmented Generation with Graphs (GraphRAG).
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.641262Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdac5560-674f-42ac-b222-3e612e04fdf6 · outbound
This paper cites Knowledge updating? no more model editing! just selective contextual reasoning.Journal of the ACM, 2025.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Knowledge updating? no more model editing! just selective contextual reasoning.Journal of the ACM, 2025
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.645453Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f98d436d-4fa4-438e-b311-b858c0961d4b · outbound
This paper cites G-retriever: Retrieval-augmented generation for textual graph understanding and question answering.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions G-retriever: Retrieval-augmented generation for textual graph understanding and question answering
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.649726Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6e55252-0016-43f0-826c-278a07501f57 · outbound
This paper cites What is rag (retrieval augmented generation)? IBM, 2023.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions What is rag (retrieval augmented generation)? IBM, 2023
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.653543Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65a3e398-5236-4a50-9173-4ee777525953 · outbound
This paper cites What is retrieval-augmented generation? IBM Research Blog, 22 August 2023, 2023.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions What is retrieval-augmented generation? IBM Research Blog, 22 August 2023, 2023
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.657348Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9a4de7f-ba62-40c3-bc30-bbba5f310a8e · outbound
This paper cites Leveraging passage retrieval with generative models for open domain question answering.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Leveraging passage retrieval with generative models for open domain question answering
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.662293Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59678f3e-43ad-4db5-ba5c-3630507f3481 · outbound
This paper cites Atlas: Few-shot Learning with Retrieval Augmented Language Models.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Atlas: Few-shot Learning with Retrieval Augmented Language Models
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.665930Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7fe6452-1f73-4e2a-a139-d05b6b3c4a95 · outbound
This paper cites Atlas: Few-shot learning with retrieval augmented language models.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Atlas: Few-shot learning with retrieval augmented language models
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.669813Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e931fb4-2bf1-4d39-b8d4-10366cb82bbb · outbound
This paper cites Efficiently improving the performance of noisy quantum computers.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Efficiently improving the performance of noisy quantum computers
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.673786Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ba83ade-929b-4de7-b602-18fcaa9689f5 · outbound
This paper cites Active retrieval augmented generation.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Active retrieval augmented generation
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.677574Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f326792-8ca7-4117-b08c-66265b0bcb60 · outbound
This paper cites Long-context llms meet rag: Overcoming challenges for long inputs in rag.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Long-context llms meet rag: Overcoming challenges for long inputs in rag
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.681644Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b267dbcf-0aa3-4e3d-b8b7-ebd512abfbd7 · outbound
This paper cites RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.685607Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af812147-0c42-4bd3-abe1-e9dc32a6ec26 · outbound
This paper cites Tug-of-war between knowledge: Exploring and resolving knowledge conflicts in retrieval-augmented language models.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Tug-of-war between knowledge: Exploring and resolving knowledge conflicts in retrieval-augmented language models
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.689576Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac05539f-4d32-4c3f-859d-d1d5a3f2d495 · outbound
This paper cites Securing retrieval-augmented generation: Privacy risks and mitigation strategies.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Securing retrieval-augmented generation: Privacy risks and mitigation strategies
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:13.086242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b4f1a8ea-eac1-4f45-ae51-c5ae1cfeca4b · outbound
This paper cites Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.697679Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90567d32-1347-412f-b01d-e83a4a0267fc · outbound
This paper cites Dense passage retrieval for open-domain question answering.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Dense passage retrieval for open-domain question answering
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.701352Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c596ad56-643f-4de8-ac57-fcf1099e1e6c · outbound
This paper cites an unresolved cited work.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:08:13.068622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c1c247a8-5637-4eb1-9673-ce55cd5f4678 · outbound
This paper cites Mitigating Bias in RAG: Controlling the Embedder.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Mitigating Bias in RAG: Controlling the Embedder
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.708799Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf1be1f4-0ffa-4537-95cc-db5a8a0f7507 · outbound
This paper cites Retrieval-augmented generation for dialog modeling.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Retrieval-augmented generation for dialog modeling
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:13.057927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 63022432-0111-4a09-91a2-a702b78ae173 · outbound
This paper cites Latent retrieval for weakly supervised open domain question answering.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Latent retrieval for weakly supervised open domain question answering
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:13.047618Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 17b276d3-c985-450a-b483-db3cb07acebb · outbound
This paper cites Pre-training via Paraphrasing.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Pre-training via Paraphrasing
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.719254Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07c04570-31ae-43ac-b318-a76395792542 · outbound
This paper cites Time100 ai 2024.Time, 2024.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Time100 ai 2024.Time, 2024
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:13.036870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 124d0d1d-b200-4136-8d1b-34d07c9887e8 · outbound
This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Retrieval-augmented generation for knowledge-intensive nlp tasks
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:13.026407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 60f7f6b1-07dd-45f0-95f5-5fd5b372bc58 · outbound
This paper cites Retrieval-augmented generation for knowledge-intensive NLP tasks.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Retrieval-augmented generation for knowledge-intensive NLP tasks
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:13.015037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 03f6357a-5ad3-49f8-b731-be28712f54a9 · outbound
This paper cites Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.733682Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ab0ab1d-2559-4f49-87e4-49eb689dc9d3 · outbound
This paper cites Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.737000Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88cab0ab-3e9d-46b8-9942-7615c5692e40 · outbound
This paper cites SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.740656Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d583181b-319f-44fa-bfa7-6b6405bbae99 · outbound
This paper cites Manning, and Daniel E.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Manning, and Daniel E
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.744166Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e69e1d31-2fd0-44da-a5cb-1b3e12ce2c42 · outbound
This paper cites an unresolved cited work.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:08:13.004631Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 08556571-3fc0-423a-93ed-7ed57b97dc08 · outbound
This paper cites Federated Learning: Opportunities and Challenges.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Federated Learning: Opportunities and Challenges
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.750920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bfb1085-ea17-433e-9ecd-e6e9d901e0ed · outbound
This paper cites A Survey of Multimodal Retrieval-Augmented Generation.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions A Survey of Multimodal Retrieval-Augmented Generation
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.754274Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ed0109a-82fe-46fe-8dec-7021894aad5d · outbound
This paper cites What is retrieval-augmented generation aka RAG? NVIDIA Blog, 15 November 2023, 2023.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions What is retrieval-augmented generation aka RAG? NVIDIA Blog, 15 November 2023, 2023
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.993447Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9bea9a9d-0e9c-4baf-8ef6-0a6c86573065 · outbound
This paper cites Garcia Valencia, and Wisit Cheungpasitporn.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Garcia Valencia, and Wisit Cheungpasitporn
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.981830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9d33534c-8eef-494e-8689-44806ab5ac90 · outbound
This paper cites WebGPT: Browser-assisted question-answering with human feedback.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions WebGPT: Browser-assisted question-answering with human feedback
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.764299Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 275cb859-7410-407c-92ce-1390fd7394b1 · outbound
This paper cites Passage re-ranking with bert.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Passage re-ranking with bert
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.971383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8bce948d-4877-4d17-96a9-4c3a39dd776c · outbound
This paper cites Capabilities of GPT-4 on Medical Challenge Problems.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Capabilities of GPT-4 on Medical Challenge Problems
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.772361Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb8e9586-edcd-4d7c-aa30-b5063786efbf · outbound
This paper cites Activate your data with custom generative ai.NVIDIA, 2023.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Activate your data with custom generative ai.NVIDIA, 2023
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.960602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 99ffc450-b846-46a2-9104-7764839d4525 · outbound
This paper cites On the risk of misinformation pollution with large language models.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions On the risk of misinformation pollution with large language models
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.950120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fef12e61-f5a6-4bf1-b1bb-2a1536c175c4 · outbound
This paper cites Retrieval augmented code generation and summarization.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Retrieval augmented code generation and summarization
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.939658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b0c7a78e-07cf-4dac-9c2b-93e409f467cb · outbound
This paper cites KILT: a benchmark for knowledge intensive language tasks.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions KILT: a benchmark for knowledge intensive language tasks
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.928716Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 96e5e6d1-cffa-483f-ac3c-cd2f31db39e6 · outbound
This paper cites Kilt: a benchmark for knowledge intensive language tasks.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Kilt: a benchmark for knowledge intensive language tasks
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.918187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9763e096-7386-43c7-9fa8-a8224a301de5 · outbound
This paper cites Ragnar\"ok: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Ragnar\"ok: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.796345Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef3d57aa-c65f-4a9c-81aa-40d95a22b673 · outbound
This paper cites Web application for retrieval-augmented generation: Implementation and testing.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Web application for retrieval-augmented generation: Implementation and testing
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.907449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5894b6f4-1cf1-4317-aced-14aa2615171f · outbound
This paper cites an unresolved cited work.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:08:12.896796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 399f09e2-9efd-4836-9fb6-9af17b8bcdc2 · outbound
This paper cites Enterprise ai with retrieval-augmented generation.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Enterprise ai with retrieval-augmented generation
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.874673Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d2e68308-7a41-4a83-be9e-4b07eca80250 · outbound
This paper cites How much knowledge can you pack into the parameters of a language model? InEMNLP, 2020.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions How much knowledge can you pack into the parameters of a language model? InEMNLP, 2020
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.864274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e149823a-f62d-4094-b560-baea7c623070 · outbound
This paper cites End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.818789Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b28f24fb-6f03-482f-8f60-00fb19e36082 · outbound
This paper cites Hamilton, Chris Dyer, and Dani Yogatama.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Hamilton, Chris Dyer, and Dani Yogatama
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.853656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a4d964b6-a572-4ed7-a13a-03598acc4530 · outbound
This paper cites Evaluating retrieval quality in retrieval-augmented generation.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Evaluating retrieval quality in retrieval-augmented generation
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.843256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 32459107-eb07-44c4-9ed6-d2e49410755f · outbound
This paper cites StreamingRAG: Real-time Contextual Retrieval and Generation Framework.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions StreamingRAG: Real-time Contextual Retrieval and Generation Framework
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.830067Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d2baa0c-e384-428a-8e6c-36433811d94f · outbound
This paper cites BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.833502Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fad6b574-40d3-4444-b945-f7cdbc4a5c30 · outbound
This paper cites Language models that seek for knowledge: Modular search & generation for dialogue and prompt completion.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Language models that seek for knowledge: Modular search & generation for dialogue and prompt completion
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.832192Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 65639980-9383-4056-980c-ae7b2465816f · outbound
This paper cites Retrieval augmentation reduces hallucination in conversation.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Retrieval augmentation reduces hallucination in conversation
Reference 82
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.821048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2c303275-7a3a-472f-bd8f-ffb73794fb1e · outbound
This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.843881Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad87c92d-1a62-45b0-8399-c906d1cdd341 · outbound
This paper cites ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems
Reference 84
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.847401Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b15d551-d5dd-4de5-a0db-5149c786cafb · outbound
This paper cites Improving the domain adaptation of retrieval augmented generation (rag) models for open domain question answering.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Improving the domain adaptation of retrieval augmented generation (rag) models for open domain question answering
Reference 85
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.809888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 77fc85d3-0120-4d95-8b05-c6325529d4a3 · outbound
This paper cites Fine tuning vs.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Fine tuning vs
Reference 86
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.798502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 22dd586c-638f-452d-8fab-a7e0d95f96f5 · outbound
This paper cites End-to-end memory networks.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions End-to-end memory networks
Reference 87
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.787250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 39c15e4a-3129-4459-bfac-179aae3d8e1e · outbound
This paper cites Multihop-rag: Benchmarking retrieval-augmented generation for multi-hop queries.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Multihop-rag: Benchmarking retrieval-augmented generation for multi-hop queries
Reference 88
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.776259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 713b699b-9326-48f7-9b12-dfa5b876fb82 · outbound
This paper cites Enterprise-grade rag systems: High-performance rag with vector databases,.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Enterprise-grade rag systems: High-performance rag with vector databases,
Reference 89
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.763580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fa93b102-5077-4a82-9061-78c5e83c354d · outbound
This paper cites Interleaving retrieval with chain-of-thought reasoning for knowledge-intensive multi-step questions.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Interleaving retrieval with chain-of-thought reasoning for knowledge-intensive multi-step questions
Reference 90
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.751744Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5f787b61-6d74-4750-9fed-a77573451f1e · outbound
This paper cites Rag based question-answering for contextual response prediction system.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Rag based question-answering for contextual response prediction system
Reference 91
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.739509Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation be7b0141-8948-484a-8dfe-b001bd1deba0 · outbound
This paper cites Rˆ3: Reinforced reader-ranker for open-domain question answering.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Rˆ3: Reinforced reader-ranker for open-domain question answering
Reference 92
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.728344Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 78a83394-7f77-4295-a924-8314b2663ed0 · outbound
This paper cites Searching for best practices in retrieval-augmented generation.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Searching for best practices in retrieval-augmented generation
Reference 93
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.717693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 50e54ecf-17a3-46f2-a843-1afef42dc718 · outbound
This paper cites Learning to Filter Context for Retrieval-Augmented Generation.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Learning to Filter Context for Retrieval-Augmented Generation
Reference 94
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.884206Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d50dd86-526b-4453-b15d-49b26e41060a · outbound
This paper cites Memory networks.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Memory networks
Reference 95
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.706599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ff643fa3-e3bc-4bd0-9ba3-c846094a4eac · outbound
This paper cites Self-routing rag: Binding selective retrieval with knowledge verbalization.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Self-routing rag: Binding selective retrieval with knowledge verbalization
Reference 96
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.891955Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e416d642-faa2-4d5e-8cfc-69cd436e3aed · outbound
This paper cites Benchmarking retrieval-augmented generation for medicine.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Benchmarking retrieval-augmented generation for medicine
Reference 97
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.896008Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bff7ab9-32e5-409d-a6b9-e6006c9449b0 · outbound
This paper cites Knowing you don’t know: Learning when to continue search in multi-round rag through self-practicing.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Knowing you don’t know: Learning when to continue search in multi-round rag through self-practicing
Reference 98
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.899298Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bf5a39a-27be-494f-8126-c38a29397fdb · outbound
This paper cites Retrieval-augmented generation for generative artificial intelligence in health care.npj Health Systems, 2(2):1–8, 2025.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Retrieval-augmented generation for generative artificial intelligence in health care.npj Health Systems, 2(2):1–8, 2025
Reference 99
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.688709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 94040239-5876-466f-ac2a-60e5901e705f · outbound
This paper cites Rankrag: Unifying context ranking with retrieval-augmented generation in llms.
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Rankrag: Unifying context ranking with retrieval-augmented generation in llms
Reference 100
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:08:11.906687Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04148607-43c0-4a8f-9c6e-864b07bb3143 · outbound
This paper cites The good and the bad: Exploring privacyissuesinretrieval-augmentedgeneration (RAG).
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions The good and the bad: Exploring privacyissuesinretrieval-augmentedgeneration (RAG)
Reference 101
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:08:12.670749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
Observation 0d890f15-69cf-4e3b-b57b-1f2108519c8d · inbound
Benchmarking and Learning Real-World Customer Service Dialogue cites this paper.
Benchmarking and Learning Real-World Customer Service Dialogue A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T08:13:27.519293Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3b48c1f-6002-4e07-91ce-2f3a5e0c0a69 · inbound
Adaptive Query Routing: A Tier-Based Framework for Hybrid Retrieval Across Financial, Legal, and Medical Documents cites this paper.
Adaptive Query Routing: A Tier-Based Framework for Hybrid Retrieval Across Financial, Legal, and Medical Documents A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions
Reference 50
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T14:45:41.154710Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 27cee526-c0f3-46cf-85c0-547dd53f9208 · inbound
Learning from AVA: Early Lessons from a Curated and Trustworthy Generative AI for Policy and Development Research cites this paper.
Learning from AVA: Early Lessons from a Curated and Trustworthy Generative AI for Policy and Development Research A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions
Reference 77
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T12:10:22.954392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation aad19c00-6e94-4bb7-be33-647046c56b17 · inbound
From Experience to Skill: Multi-Agent Generative Engine Optimization via Reusable Strategy Learning cites this paper.
From Experience to Skill: Multi-Agent Generative Engine Optimization via Reusable Strategy Learning A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T13:16:05.638106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d72e7a60-e96d-4a0b-a8b1-9e9e1500b9ac · inbound
Development and Preliminary Evaluation of a Domain-Specific Large Language Model for Tuberculosis Care in South Africa cites this paper.
Development and Preliminary Evaluation of a Domain-Specific Large Language Model for Tuberculosis Care in South Africa A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions
Reference 36
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-14T22:49:33.509955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 98cfe52f-a4c6-42ee-8e5c-a8cecd9d85e2 · inbound
Beyond Semantic Relevance: Counterfactual Risk Minimization for Robust Retrieval-Augmented Generation cites this paper.
Beyond Semantic Relevance: Counterfactual Risk Minimization for Robust Retrieval-Augmented Generation A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions
Reference 60
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:46:10.899349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 13bc7141-565e-4721-a426-f693866350d4 · inbound
AgenticRAG: Agentic Retrieval for Enterprise Knowledge Bases cites this paper.
AgenticRAG: Agentic Retrieval for Enterprise Knowledge Bases A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T19:21:08.658291Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 31ea90e2-40c9-48c6-b6e5-bc9ea68c928d · inbound
SentAttack: A Sentence-Level Black-Box Adversarial Attack Method for Dense Retrieval Models cites this paper.
SentAttack: A Sentence-Level Black-Box Adversarial Attack Method for Dense Retrieval Models A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T02:21:35.800392Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.