Paper Citation Record · LEDGER

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

As of 19 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 22 inbound Pith citation observations for arXiv:2411.19443.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.19443 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:15:25.212963Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:27:09.712665Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T20:17:21.491950Z

Reference resolution

48 of 48 outbound references displayed

verified exact0
verified fuzzy4
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 16bbab3e-8ba1-44a7-ba5f-3cf01611c099 · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:24.993833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae1975a4-d696-44bb-b36c-f293feebca46 · outbound

This paper cites Qwen Technical Report.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Qwen Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:24.999300Z

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Observation 804389d9-904b-4dc1-82b5-932e1152d6e1 · outbound

This paper cites Semantic parsing on F reebase from question-answer pairs.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Semantic parsing on F reebase from question-answer pairs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.004284Z

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Observation ef620fb1-6b49-494d-b58e-2b9b6db43275 · outbound

This paper cites Language Models are Few-Shot Learners.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Language Models are Few-Shot Learners

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.009446Z

Source-reported events for the cited work

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Observation 3cfe108b-516e-4c7a-aaaf-03bffca2f82d · outbound

This paper cites RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.014123Z

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Observation abbba7ac-1354-4ef0-a08b-4e0ee46f80b9 · outbound

This paper cites Bge m3-embedding: Multi-lingual, multi-functionality, multi-granularity text embeddings through self-knowledge distillation, 2023.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Bge m3-embedding: Multi-lingual, multi-functionality, multi-granularity text embeddings through self-knowledge distillation, 2023

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.018462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75d38f13-f6dd-4f88-896b-ef81bcd450d6 · outbound

This paper cites Mindsearch: Mimicking human minds elicits deep ai searcher.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Mindsearch: Mimicking human minds elicits deep ai searcher

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.024770Z

Source-reported events for the cited work

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Observation 814f2f81-04f2-4828-a774-1f858aeecf2e · outbound

This paper cites B eam A gg R : Beam aggregation reasoning over multi-source knowledge for multi-hop question answering.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models B eam A gg R : Beam aggregation reasoning over multi-source knowledge for multi-hop question answering

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.029520Z

Source-reported events for the cited work

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Observation 74fbeb49-a69e-4242-8cd3-2bed70e37599 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.033936Z

Source-reported events for the cited work

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Observation a78b203b-9f5b-40ac-bea2-ac89559f5627 · outbound

This paper cites The Llama 3 Herd of Models.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models The Llama 3 Herd of Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.038553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 240f8450-29fb-4a63-a0ae-4b31ec513ab9 · outbound

This paper cites Retrieval-Generation Synergy Augmented Large Language Models.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Retrieval-Generation Synergy Augmented Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.043503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7e43aa8-bb53-4535-815b-02fff14e20fb · outbound

This paper cites Retrieval-augmented generation for large language models: A survey, 2024.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Retrieval-augmented generation for large language models: A survey, 2024

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.048513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0829825-a821-4433-ac31-6c3e2db161ff · outbound

This paper cites Constructing a multi-hop QA dataset for comprehensive evaluation of reasoning steps.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Constructing a multi-hop QA dataset for comprehensive evaluation of reasoning steps

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:15:25.850311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 99ae993c-66fb-4c10-9478-2dfe251c07f6 · outbound

This paper cites Why so gullible? enhancing the robustness of retrieval-augmented models against counterfactual noise.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Why so gullible? enhancing the robustness of retrieval-augmented models against counterfactual noise

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.057921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69976f29-b226-4912-aeff-59851517a2cd · outbound

This paper cites Atlas: Few-shot Learning with Retrieval Augmented Language Models.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Atlas: Few-shot Learning with Retrieval Augmented Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.063288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 456b9e39-3a33-4246-bb05-a313dfe2a7be · outbound

This paper cites KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.068386Z

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Observation ba600528-ae94-437e-ab95-7e41185cc075 · outbound

This paper cites Active retrieval augmented generation.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Active retrieval augmented generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.076669Z

Source-reported events for the cited work

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Observation 73a5a782-956c-4cb4-940c-20f5781adf65 · outbound

This paper cites FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.080472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a7191c0-c2eb-4143-b9da-296ada191d71 · outbound

This paper cites T rivia QA : A large scale distantly supervised challenge dataset for reading comprehension.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models T rivia QA : A large scale distantly supervised challenge dataset for reading comprehension

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.084604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bff3cd83-62c4-4d26-8101-abac09932780 · outbound

This paper cites Dense passage retrieval for open-domain question answering.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Dense passage retrieval for open-domain question answering

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.089053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60b6d0c5-2462-4443-b517-1bddfd38938f · outbound

This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.093779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 839ce94c-ed5a-4ac0-870e-d623508c22f9 · outbound

This paper cites RACE : Large-scale R e A ding comprehension dataset from examinations.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models RACE : Large-scale R e A ding comprehension dataset from examinations

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.098606Z

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Unavailable: canonical work link unavailable.

Observation 732ab864-028b-4c9d-bb83-9e1cdc3e4dd7 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt\.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt\

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.102855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cdea40f-d1ec-4eb2-964a-1a9c3abaa778 · outbound

This paper cites From quantity to quality: Boosting LLM performance with self-guided data selection for instruction tuning.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models From quantity to quality: Boosting LLM performance with self-guided data selection for instruction tuning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.106951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c7ddb0c-35bd-4484-95cd-c99ca7eb003f · outbound

This paper cites Compressing context to enhance inference efficiency of large language models, 2023.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Compressing context to enhance inference efficiency of large language models, 2023

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.111688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 684a8b58-ebc5-471b-8abe-c7c5d683a66b · outbound

This paper cites Query rewriting in retrieval-augmented large language models.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Query rewriting in retrieval-augmented large language models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.115374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 040b3daa-7e5d-4037-bf98-b8e0559ab9ae · outbound

This paper cites When not to trust language models: Investigating effectiveness of parametric and non-parametric memories.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models When not to trust language models: Investigating effectiveness of parametric and non-parametric memories

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.119073Z

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Unavailable: canonical work link unavailable.

Observation 5549d64f-a2ce-413c-863c-73c1ebf2fcc4 · outbound

This paper cites Can a suit of armor conduct electricity? a new dataset for open book question answering.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Can a suit of armor conduct electricity? a new dataset for open book question answering

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.123902Z

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Observation 7ba98c2c-54a8-4333-a420-714716180323 · outbound

This paper cites Enhancing retrieval-augmented large language models with iterative retrieval-generation synergy.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Enhancing retrieval-augmented large language models with iterative retrieval-generation synergy

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.128152Z

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Observation 085d8d66-d0f2-42fb-8088-8e561a181ff8 · outbound

This paper cites REPLUG : Retrieval-augmented black-box language models.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models REPLUG : Retrieval-augmented black-box language models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.132300Z

Source-reported events for the cited work

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Observation 05372f0a-d92d-49fb-bff1-6e7f5bf48d00 · outbound

This paper cites Interleaving retrieval with chain-of-thought reasoning for knowledge-intensive multi-step questions.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Interleaving retrieval with chain-of-thought reasoning for knowledge-intensive multi-step questions

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.136308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7251e4e-61b9-4566-93c5-0d6f3a3552ba · outbound

This paper cites LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.140087Z

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Unavailable: canonical work link unavailable.

Observation 3a9ec9bc-7846-457a-b806-3b6d73b10342 · outbound

This paper cites Text Embeddings by Weakly-Supervised Contrastive Pre-training.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.144785Z

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Observation 48e218da-98e5-4489-a367-bc59899fa019 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.149304Z

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Observation ebf93c0e-40d4-4f21-8c77-5f1b5736d537 · outbound

This paper cites Adaptive chameleon or stubborn sloth: Revealing the behavior of large language models in knowledge conflicts.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Adaptive chameleon or stubborn sloth: Revealing the behavior of large language models in knowledge conflicts

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.153720Z

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Observation bb4b3e7e-95ff-464d-aad6-16c3e8e177d1 · outbound

This paper cites RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.158460Z

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Unavailable: canonical work link unavailable.

Observation 1db2629f-8eda-4a7f-8dc7-16537f8f07d6 · outbound

This paper cites Activerag: Revealing the treasures of knowledge via active learning.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Activerag: Revealing the treasures of knowledge via active learning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.164906Z

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Observation 75e030fd-c783-44c9-89be-014a0616cafc · outbound

This paper cites Corrective Retrieval Augmented Generation.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Corrective Retrieval Augmented Generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.169966Z

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Observation dfd13345-c644-4b4b-83c4-a345ee3d5db0 · outbound

This paper cites Cohen, Ruslan Salakhutdinov, and Christopher D.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Cohen, Ruslan Salakhutdinov, and Christopher D

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.174218Z

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Unavailable: canonical work link unavailable.

Observation 0af2f833-3723-473f-a8d7-10a4116afd9f · outbound

This paper cites Making retrieval-augmented language models robust to irrelevant context, 2023.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Making retrieval-augmented language models robust to irrelevant context, 2023

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:15:25.763786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6cddfdb2-026c-4301-9cab-17f15779da0b · outbound

This paper cites Truth-aware context selection: Mitigating hallucinations of large language models being misled by untruthful contexts.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Truth-aware context selection: Mitigating hallucinations of large language models being misled by untruthful contexts

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:15:25.750666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e09dd296-0d0a-4972-afd8-abc6c6f950fa · outbound

This paper cites Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.186956Z

Source-reported events for the cited work

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Observation 05797c66-beee-443b-8d9e-cff189dc3157 · outbound

This paper cites Swag: A large-scale adversarial dataset for grounded commonsense inference.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Swag: A large-scale adversarial dataset for grounded commonsense inference

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:15:25.736256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6cc1b7e9-088b-45d0-96e5-b7d51d204403 · outbound

This paper cites Retrieval-Augmented Generation for AI-Generated Content: A Survey.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Retrieval-Augmented Generation for AI-Generated Content: A Survey

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.195630Z

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Observation e3d768db-e4cd-45e7-b3b6-35eba4cc285d · outbound

This paper cites write newline.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models write newline

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.199800Z

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Observation bf505a53-c611-475e-bde5-aba6b1b2cee1 · outbound

This paper cites @esa (Ref.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models @esa (Ref

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.204129Z

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Observation f378142b-49cc-49ee-ae69-8bd0a5953539 · outbound

This paper cites an unresolved cited work.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.208726Z

Source-reported events for the cited work

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Observation c3ccc0d6-86cc-4b35-ae1d-701c7460f48c · outbound

This paper cites an unresolved cited work.

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-12T10:15:25.212963Z

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Pith citing papers

Observation 36543f61-c3fe-4a32-b255-7af4264ad5c6 · inbound

AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation cites this paper.

AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:46.404620Z

Source-reported events for the cited work

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Observation aa5e0938-dd6c-45a8-a230-2f494a9270dc · inbound

DeepRAG: Thinking to Retrieve Step by Step for Large Language Models cites this paper.

DeepRAG: Thinking to Retrieve Step by Step for Large Language Models Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T16:31:17.749238Z

Source-reported events for the cited work

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Observation 6329e1c7-fbed-4eff-9aa8-367933f6fde6 · inbound

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation cites this paper.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-08T16:28:28.698004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b61369a-0e70-48b1-8069-c780c709fe07 · inbound

Supervising the search process produces reliable and generalizable information-seeking agents cites this paper.

Supervising the search process produces reliable and generalizable information-seeking agents Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:22:25.315394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f5adb14e-ab6a-4d82-b54e-ed8110f1326d · inbound

TrustDataFilter:Leveraging Trusted Knowledge Base Data for More Effective Filtering of Unknown Information cites this paper.

TrustDataFilter:Leveraging Trusted Knowledge Base Data for More Effective Filtering of Unknown Information Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T14:43:55.544280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4651fabf-8ee5-4258-aedf-df7e9f6c292f · inbound

DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments cites this paper.

DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-16T19:58:58.991224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 54c60755-d945-4646-99d2-0637f2e18e80 · inbound

DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation cites this paper.

DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-15T22:27:09.712665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a81f6ffe-beb6-47af-8598-dd33e706b6e9 · inbound

Removal of Hallucination on Hallucination: Debate-Augmented RAG cites this paper.

Removal of Hallucination on Hallucination: Debate-Augmented RAG Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:27.714110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70b28260-0a95-45aa-8d41-37babba72b18 · inbound

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering cites this paper.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:48.531803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b1f6e5f-6e7c-41d4-9878-4f6eec524ae7 · inbound

EvolveSearch: An Iterative Self-Evolving Search Agent cites this paper.

EvolveSearch: An Iterative Self-Evolving Search Agent Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:59.554462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 540297d9-3e53-4369-acc1-58fdeb1024a4 · inbound

ComposeRAG: A Modular and Composable RAG for Corpus-Grounded Multi-Hop Question Answering cites this paper.

ComposeRAG: A Modular and Composable RAG for Corpus-Grounded Multi-Hop Question Answering Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:52.492006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a50814f5-06ac-4925-af17-71bad726d489 · inbound

Deep Research Agents: A Systematic Examination And Roadmap cites this paper.

Deep Research Agents: A Systematic Examination And Roadmap Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 134

Resolution: unresolved; no resolver link, observed 2026-08-06T23:26:57.002109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3de75278-3f7d-44ac-8a5e-9cffb9abbfe5 · inbound

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions cites this paper.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:20:22.288546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 924f5862-210d-4215-b241-673c9de81809 · inbound

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions cites this paper.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.772906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bc297b9-74a3-4b07-ad18-1b42e1e0f9b4 · inbound

Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward cites this paper.

Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T19:21:53.747429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55570e4e-d987-4a9d-890f-b5f8c7a3f39c · inbound

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL cites this paper.

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-05T23:57:36.480706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0eaaa2b5-9a63-4cf2-9fe7-ed9e34270132 · inbound

GOSU: Retrieval-Augmented Generation with Global-Level Optimized Semantic Unit-Centric Framework cites this paper.

GOSU: Retrieval-Augmented Generation with Global-Level Optimized Semantic Unit-Centric Framework Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-05T13:36:44.570778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3895b5a5-96b9-4486-b77f-7ae7afdaf0e7 · inbound

Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering cites this paper.

Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-18T20:06:49.882660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cfe736b1-b071-447a-8457-0ea5dab37f2c · inbound

Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception cites this paper.

Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-13T21:18:07.586683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 087a0c56-3950-4f5f-9fed-a2a7f5ee1a91 · inbound

Stateful Evidence-Driven Retrieval-Augmented Generation with Iterative Reasoning cites this paper.

Stateful Evidence-Driven Retrieval-Augmented Generation with Iterative Reasoning Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:53:24.709007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0929103d-0812-4d69-ae1b-779b54b08334 · inbound

HaS: Accelerating RAG through Homology-Aware Speculative Retrieval cites this paper.

HaS: Accelerating RAG through Homology-Aware Speculative Retrieval Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:11:03.985810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 49b9e666-95bc-4104-8ef8-bb992c455111 · inbound

FLOWREADER: Min-Cost Flow Optimization for Multi-Modal Long Document Q&A cites this paper.

FLOWREADER: Min-Cost Flow Optimization for Multi-Modal Long Document Q&A Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 78

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:17:21.493471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.