Paper Citation Record · LEDGER

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent

As of 21 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 6 inbound Pith citation observations for arXiv:2505.07596.

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

pith.paper-citation-record.v1
2505.07596 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:17:44.975973Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:47:14.522738Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T10:58:02.960267Z

Reference resolution

63 of 63 outbound references displayed

verified exact0
verified fuzzy35
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5e794911-03a6-4605-b3d7-5c29c44d8580 · outbound

This paper cites Back to basics: Revisiting reinforce style optimization for learning from human feedback in llms, 2024.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Back to basics: Revisiting reinforce style optimization for learning from human feedback in llms, 2024

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.688087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 318dafe7-3ebc-47dd-9902-df54f3288c98 · outbound

This paper cites Teaching large language models to express knowledge boundary from their own signals, 2024.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Teaching large language models to express knowledge boundary from their own signals, 2024

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.828738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2b7284b1-ceab-44d9-a1ef-d55edabb38d2 · outbound

This paper cites Pan, Wen Zhang, Huajun Chen, Fan Yang, Zenan Zhou, and Weipeng Chen.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Pan, Wen Zhang, Huajun Chen, Fan Yang, Zenan Zhou, and Weipeng Chen

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.697218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13ce135d-5b57-4b3e-9781-2601b2511989 · outbound

This paper cites Understand- ing the interplay between parametric and contextual knowledge for large language models, 2024.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Understand- ing the interplay between parametric and contextual knowledge for large language models, 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.808355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9c7b1947-4aca-4a23-bb79-74f5b435e698 · outbound

This paper cites an unresolved cited work.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.705762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43796db7-39f9-4256-b2eb-791887f9ed1f · outbound

This paper cites Understand what llm needs: Dual preference alignment for retrieval-augmented generation.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Understand what llm needs: Dual preference alignment for retrieval-augmented generation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.787222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2777ac2a-e60a-418e-922d-35ae70ae1bd1 · outbound

This paper cites Enhancing noise robustness of retrieval-augmented language models with adaptive adversarial training.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Enhancing noise robustness of retrieval-augmented language models with adaptive adversarial training

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.775146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fe2c52e9-639c-4b90-9350-1a5c97c9ea2a · outbound

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

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Retrieval-augmented generation for large language models: A survey, 2024

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.720709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6530895-3770-481a-8ad9-ace7656f1255 · outbound

This paper cites an unresolved cited work.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.724341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9419ac91-5013-4b9b-897f-b7b87994f2f7 · outbound

This paper cites Deeprag: Thinking to retrieval step by step for large language models, 2025.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Deeprag: Thinking to retrieval step by step for large language models, 2025

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.745503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 41215034-545a-4e6e-9a06-721d89abd0f5 · outbound

This paper cites Language models as knowledge bases: On entity representations, storage capacity, and paraphrased queries.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Language models as knowledge bases: On entity representations, storage capacity, and paraphrased queries

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.732094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 922e2833-3f30-4651-82ed-ca0b217b3d2f · outbound

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

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Constructing a multi-hop QA dataset for comprehensive evaluation of reasoning steps

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.739982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df4a3e8e-6f0e-426f-9540-ee28a32d5768 · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.703278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bbb45a1e-4976-4f9f-908a-4fae6aacf43e · outbound

This paper cites an unresolved cited work.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.747748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaef2a86-4e41-4443-a041-da67ec82a735 · outbound

This paper cites Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, and Graham Neubig.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, and Graham Neubig

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.751592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8f17d09-bb63-46ef-b0c6-b6f198d68f9b · outbound

This paper cites Search-r1: Training llms to reason and leverage search engines with reinforcement learning, 2025.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Search-r1: Training llms to reason and leverage search engines with reinforcement learning, 2025

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.755593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 857f1108-d1e8-4e50-a254-2c9d76c6609c · outbound

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

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.759328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 772cee32-3e15-4245-a91e-6d057343b5b4 · outbound

This paper cites Cutting off the head ends the conflict: A mechanism for interpreting and mitigating knowledge conflicts in language models.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Cutting off the head ends the conflict: A mechanism for interpreting and mitigating knowledge conflicts in language models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.667276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71ebfbd6-6f6d-4dd0-95ed-d87c291b4b12 · outbound

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

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.768235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c412cae4-ee66-4832-91ed-17fe614aaafa · outbound

This paper cites Knowledge boundary of large language models: A survey, 2024.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Knowledge boundary of large language models: A survey, 2024

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.773187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efdeb2da-6b3b-4cd1-883c-41cb27ba86f6 · outbound

This paper cites Remax: A simple, effective, and efficient reinforcement learning method for aligning large language models, 2024.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Remax: A simple, effective, and efficient reinforcement learning method for aligning large language models, 2024

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.637885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c46f7dcc-d60f-4d19-9371-5239fa369114 · outbound

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

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent When not to trust language models: Investigating effectiveness of parametric and non-parametric memories

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.623618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9b3f5e4f-59f2-4c95-9bf9-cb1f0e9f8e23 · outbound

This paper cites Generation-augmented retrieval for open-domain question answering.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Generation-augmented retrieval for open-domain question answering

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.610941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f2cb25be-590f-4e4d-a71d-757b2550e2b3 · outbound

This paper cites an unresolved cited work.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.798457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9d1343e-f22f-41d4-90bc-4d5a7b94f168 · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Direct preference optimization: Your language model is secretly a reward model

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.812631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 086f09aa-5615-4edb-9e83-bb6ae020fcd2 · outbound

This paper cites an unresolved cited work.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.803493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fe924eb-b74b-4547-a675-ceccb5f1fb42 · outbound

This paper cites High- dimensional continuous control using generalized advantage estimation, 2018.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent High- dimensional continuous control using generalized advantage estimation, 2018

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.823984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6d01a27-3856-4acf-81d8-74e820648ee3 · outbound

This paper cites Proximal policy optimization algorithms, 2017.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Proximal policy optimization algorithms, 2017

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.828149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f5d9948-b9b6-4145-b554-cb736a012d50 · outbound

This paper cites Investigating the factual knowledge boundary of large language models with retrieval augmentation, 2024.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Investigating the factual knowledge boundary of large language models with retrieval augmentation, 2024

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.574185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d23a71f4-b674-4824-918d-13b61d5deb48 · outbound

This paper cites an unresolved cited work.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.836437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcac03fc-5e50-49c1-adf1-bd9c030af051 · outbound

This paper cites Hybridflow: A flexible and efficient rlhf framework.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Hybridflow: A flexible and efficient rlhf framework

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.517812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 17b3ff7f-fce1-4bd3-ae9d-85cc6a7e6199 · outbound

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

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Enhancing retrieval-augmented large language models with iterative retrieval-generation synergy

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.539619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4c8fffb8-b695-4616-b6c6-2491fac9a78c · outbound

This paper cites Crossing the reward bridge: Expanding rl with verifiable rewards across diverse domains, 2025.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Crossing the reward bridge: Expanding rl with verifiable rewards across diverse domains, 2025

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.852213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f6e5b6c-c54f-45b2-8daa-d79aa0828ff7 · outbound

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

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Interleaving retrieval with chain-of-thought reasoning for knowledge-intensive multi-step questions

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.487933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2ba688b0-4a5a-4064-a62c-4363e65f8b14 · outbound

This paper cites R1-searcher: Incentivizing the search capability in llms via reinforcement learning, 2025.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent R1-searcher: Incentivizing the search capability in llms via reinforcement learning, 2025

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.844990Z

Source-reported events for the cited work

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Observation 30bab5bd-21a5-4877-91c4-9931280865f2 · outbound

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

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.865331Z

Source-reported events for the cited work

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Observation 74d586ae-8701-4e13-b5a8-156af591f4ef · outbound

This paper cites Reinforcement learning enhanced llms: A survey, 2025.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Reinforcement learning enhanced llms: A survey, 2025

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.869175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96a9e5fa-1246-4121-b334-d3f1285263d8 · outbound

This paper cites Chain- of-retrieval augmented generation, 2025.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Chain- of-retrieval augmented generation, 2025

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.472290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 77230c82-0c39-4663-803c-5ac0a9420b4d · outbound

This paper cites Rejection improves reliability: Training LLMs to refuse unknown questions using RL from knowledge feedback.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Rejection improves reliability: Training LLMs to refuse unknown questions using RL from knowledge feedback

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.425750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation da7a99f2-ec62-4ae1-99b1-cc529751a94d · outbound

This paper cites Knowledge conflicts for LLMs: A survey.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Knowledge conflicts for LLMs: A survey

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.882853Z

Source-reported events for the cited work

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Observation 75e5eeec-447f-4cff-9442-cea832c7ff33 · outbound

This paper cites Perception of knowledge boundary for large language models through semi- open-ended question answering.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Perception of knowledge boundary for large language models through semi- open-ended question answering

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.444766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 60f10727-0342-406c-908e-ddcaf9499d7f · outbound

This paper cites Auto-rag: Autonomous retrieval-augmented generation for large language models, 2024.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Auto-rag: Autonomous retrieval-augmented generation for large language models, 2024

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.366096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 26c51263-97d3-448a-b91f-8595f0d6bb00 · outbound

This paper cites Steering knowledge selection behaviours in LLMs via SAE-based representation engineering.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Steering knowledge selection behaviours in LLMs via SAE-based representation engineering

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.338919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ba462f99-1274-4893-87c2-f9ca5f4170e0 · outbound

This paper cites an unresolved cited work.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:17:45.395909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7f90f6be-2aa0-4b5f-af83-f6cc378f5790 · outbound

This paper cites [Yes] " is generally preferable to.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent [Yes] " is generally preferable to

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.306002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 314ea1e6-f99b-4920-af3a-ad8763fe6e40 · outbound

This paper cites Knowing what llms do not know: A simple yet effective self-detection method, 2024.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Knowing what llms do not know: A simple yet effective self-detection method, 2024

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.320656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ae418808-71f6-41ca-83de-b3307fa6acf5 · outbound

This paper cites Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.292613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 43abe185-5442-4de1-b99a-3a14c7acdb82 · outbound

This paper cites Limitations.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Limitations

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.276743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 015264fc-8e40-44a1-85d0-09be1a65d6d9 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include theoretical results.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Guidelines: • The answer NA means that the paper does not include theoretical results

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.919153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c82e9049-4adb-4775-ba1b-e9278e1b7d87 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Guidelines: • The answer NA means that the paper does not include experiments

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.250491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6eb8525a-0da1-40f0-85ea-12427b048107 · outbound

This paper cites Guidelines: • The answer NA means that paper does not include experiments requiring code.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Guidelines: • The answer NA means that paper does not include experiments requiring code

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.233202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dc9e8303-086e-41b0-8d2a-2830bd2854fb · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Guidelines: • The answer NA means that the paper does not include experiments

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.220426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3ebc1464-3fb6-420e-a1c7-00aebabddb1c · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Guidelines: • The answer NA means that the paper does not include experiments

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.203947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1fb50bfe-9b39-4b55-a22f-32fdd9b645b5 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Guidelines: • The answer NA means that the paper does not include experiments

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.186859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d1953279-0ad4-49e3-8b2c-4fca4f91fc0c · outbound

This paper cites Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.172091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 80cbd0e7-99cd-4504-93f4-503a8fcb387f · outbound

This paper cites Guidelines: • The answer NA means that there is no societal impact of the work performed.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Guidelines: • The answer NA means that there is no societal impact of the work performed

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.150108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 76998411-1def-40ee-b409-0faa1d25d772 · outbound

This paper cites Guidelines: • The answer NA means that the paper poses no such risks.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Guidelines: • The answer NA means that the paper poses no such risks

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.131609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8c0f0f8c-158c-4d25-8ba8-d2483c14dcad · outbound

This paper cites Guidelines: • The answer NA means that the paper does not use existing assets.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Guidelines: • The answer NA means that the paper does not use existing assets

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.115850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation af5200a3-1b2a-47fb-9dcd-fb33b3bbdfe5 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not release new assets.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Guidelines: • The answer NA means that the paper does not release new assets

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.098633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 315b1df0-89d4-45a1-a901-4140da27109c · outbound

This paper cites 21 Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent 21 Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:17:45.083354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fbe7b101-6428-4cf8-a290-ef039aae77f7 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.971158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d16432a-e796-48d3-be40-742e392c5015 · outbound

This paper cites Answer: [NA] Justification: The core method development in this research does not involve LLMs as any important, original, or non-standard components.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Answer: [NA] Justification: The core method development in this research does not involve LLMs as any important, original, or non-standard components

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.975973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfe2f0be-f2a0-4a8f-adad-99000d3e84f3 · outbound

This paper cites an unresolved cited work.

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Unresolved cited work

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-15T22:17:44.807539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5dfb4f5f-69a8-4cba-aecf-721da6f12517 · inbound

From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents cites this paper.

From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T18:47:14.522738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62e38eaa-d5a7-4027-b14f-a8ba8a6d8d69 · inbound

AutoTIR: Autonomous Tools Integrated Reasoning via Reinforcement Learning cites this paper.

AutoTIR: Autonomous Tools Integrated Reasoning via Reinforcement Learning Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T12:23:55.132290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6079eaaa-96a9-41c0-bb31-bd7465ac2de2 · inbound

Toward Efficient Agents: Memory, Tool learning, and Planning cites this paper.

Toward Efficient Agents: Memory, Tool learning, and Planning Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:36.356795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 950293bd-e821-4423-ac2a-6214b052613d · inbound

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application cites this paper.

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:58:02.961702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3d71ee6f-d6f0-4204-bf38-4d3da85e4aab · inbound

DocArena: Turning Raw Documents into Controllable Training Environments for Document Search Agents cites this paper.

DocArena: Turning Raw Documents into Controllable Training Environments for Document Search Agents Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T12:53:26.525307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8ea84bdf-1eed-499a-b34c-00cfb0b051c6 · inbound

KbSD: Knowledge Boundary aware Self-Distillation for Behavioral Calibration in Agentic Search cites this paper.

KbSD: Knowledge Boundary aware Self-Distillation for Behavioral Calibration in Agentic Search Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:04:21.201378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.