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Paper Citation Record · LEDGER

Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 62 inbound Pith citation observations for arXiv:2405.06682.

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

pith.paper-citation-record.v1
2405.06682 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 62 of 62 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:46:28.142203Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

12
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 3f9aaa7a-f023-4bfb-935f-9aef7ddb3971 · inbound

MeTHanol: Modularized Thinking Language Models with Intermediate Layer Thinking, Decoding and Bootstrapping Reasoning cites this paper.

MeTHanol: Modularized Thinking Language Models with Intermediate Layer Thinking, Decoding and Bootstrapping Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 7

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arxiv_id, observed 2026-05-23T21:03:26.328872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-23T21:02:36.873034Z digest=sha256:ef710944788e82e7f8d50d554618b7853375b35536d5258c87681c32f2f8d79e

Observation 1801279b-4fb5-428d-ba58-68cdd4fbf89f · inbound

Large Language Model-Brained GUI Agents: A Survey cites this paper.

Large Language Model-Brained GUI Agents: A Survey Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 258

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arxiv_id, observed 2026-05-19T11:08:27.861897Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-19T11:08:27.472508Z digest=sha256:8394eda75940d3092799fead9107d674c11f9cae6e4e7d02ab2a99f2b15ee3b5

Observation 85e6ca06-180f-4cd6-91f4-b3a850fa9534 · inbound

On Memory Construction and Retrieval for Personalized Conversational Agents cites this paper.

On Memory Construction and Retrieval for Personalized Conversational Agents Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 41

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source=arxiv_source observed=2026-08-08T18:46:28.142203Z digest=sha256:1331e50970bf85b6e6eb71123a798fabe8f192170418222fd3bb5cd2be13aa19

Observation e8670464-faad-464b-bea7-1db115bc5498 · inbound

R-TOFU: Unlearning in Large Reasoning Models cites this paper.

R-TOFU: Unlearning in Large Reasoning Models Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 32

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source=arxiv_source observed=2026-08-07T15:26:09.642113Z digest=sha256:7442ef0aff5962d8638499d5db6822c10d0d0e0ea269432dce910d63e5a6dcc3

Observation 6a31df1f-9974-4351-aca4-505a3348af56 · inbound

ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection cites this paper.

ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 3

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:04:40.614624Z digest=sha256:ae1b5f11847e5e61214f1d7c30f9e4b664263572a3c40512114e0a2c407939f7

Observation 1dfa7f4c-29f5-456b-8781-be48838f897b · inbound

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning cites this paper.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 56

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source=pdf_text observed=2026-08-07T14:49:33.715435Z digest=sha256:a8817db80cc9ba2ed3246080fdb7a7e47073e73186a3aeb9b8c72924ec830b86

Observation 6ad461f8-920f-470c-84de-08b57ba8d8c7 · inbound

USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents cites this paper.

USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 38

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source=pdf_text observed=2026-08-07T14:47:15.428482Z digest=sha256:6656dfc2b860731dae0e9971705ea85d95a690f5b3e4389c6b0b41c4fcadd46b

Observation e9f5089a-20d1-43c1-927b-5d1708a2d893 · inbound

Invisible Tokens, Visible Bills: The Urgent Need to Audit Hidden Operations in Opaque LLM Services cites this paper.

Invisible Tokens, Visible Bills: The Urgent Need to Audit Hidden Operations in Opaque LLM Services Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 19

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source=pdf_text observed=2026-08-07T14:34:34.842517Z digest=sha256:4f26a0414c9f60d9fcc3a2fc49c331b3282bc21bbe7ff193f9b430bcaec47a90

Observation effb7cc5-a379-4d1f-8e80-e2cb6d5dc74d · inbound

Can Past Experience Accelerate LLM Reasoning? cites this paper.

Can Past Experience Accelerate LLM Reasoning? Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 33

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no resolver link, observed 2026-08-07T13:53:57.901289Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:53:57.901289Z digest=sha256:124b49bdb0cd3dc068ba03ab8a9addcd98fd7f42b426f36d2211ed07a61e08b6

Observation 4111d933-eee4-463c-9fde-d98496a969b3 · inbound

RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving cites this paper.

RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 8

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source=pdf_text observed=2026-08-07T13:53:15.395304Z digest=sha256:a944be599adc5714834758b44db86981f14f95809424306fa662ecc96624ab84

Observation 5f74c0cb-4026-4cf0-be88-cf69d883d3a8 · inbound

Self-Correcting Code Generation Using Small Language Models cites this paper.

Self-Correcting Code Generation Using Small Language Models Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 24

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no resolver link, observed 2026-08-07T13:00:23.878023Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:00:23.878023Z digest=sha256:02dd042d440493a1f7958a850eff45a063b739072ff8bb88e6d27b1655c51b04

Observation 275de774-9fe7-4dc6-af7f-7a46307ec865 · inbound

Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning cites this paper.

Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 35

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no resolver link, observed 2026-08-07T12:35:38.889507Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:35:38.889507Z digest=sha256:acb11157c98b999cf0c7776da9fb22afc88d5ec1ef281b023ff3ca04c46abe0e

Observation 3b95943a-dea8-4a8b-b7ef-60a286f5f940 · inbound

ChemAU: Harness the Reasoning of LLMs in Chemical Research with Adaptive Uncertainty Estimation cites this paper.

ChemAU: Harness the Reasoning of LLMs in Chemical Research with Adaptive Uncertainty Estimation Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 2022

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no resolver link, observed 2026-08-07T11:56:44.932468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:56:44.932468Z digest=sha256:cf4c7980c520733a055177fbedd7a31c250743d9d1ed1ee1b9fcbab8c0b81085

Observation 5ae2e871-eccd-4eeb-95d6-0cdc5fddfa96 · inbound

Zoom-Refine: Boosting High-Resolution Multimodal Understanding via Localized Zoom and Self-Refinement cites this paper.

Zoom-Refine: Boosting High-Resolution Multimodal Understanding via Localized Zoom and Self-Refinement Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 52

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no resolver link, observed 2026-08-07T11:40:34.931637Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:40:34.931637Z digest=sha256:9f364d5417f5ff74658dbce122baa34ecc19820a47651158304b13c6a6bd6522

Observation 90619cce-0b95-45d5-9b04-dc6f7e367744 · inbound

Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning cites this paper.

Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 23

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no resolver link, observed 2026-08-07T11:16:56.122164Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:16:56.122164Z digest=sha256:ab0dd5891f21444d9e127ba38a419db6597cc5395dfe9786b48bc5526deb63b1

Observation 7743ca06-00a8-4eb4-976c-dfe148afd65f · inbound

Reasoning or Overthinking: Evaluating Large Language Models on Financial Sentiment Analysis cites this paper.

Reasoning or Overthinking: Evaluating Large Language Models on Financial Sentiment Analysis Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 29

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no resolver link, observed 2026-08-07T10:42:54.802970Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:42:54.802970Z digest=sha256:b9cee7308277433f74f87df27d29938d556e97a3d8e5f620aa801e9a63839edf

Observation c13d29ac-a1b1-4a04-9a53-bab4f05d865c · inbound

Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning cites this paper.

Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 44

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source=pdf_text observed=2026-08-07T10:44:06.870103Z digest=sha256:e0635ea4487a34b4dfa491e2c59385de3680fcd39eef46358a9fafd31e9e5c6c

Observation 0ff7c1eb-0746-4af3-a970-991237b9ad2b · inbound

From Emergence to Control: Probing and Modulating Self-Reflection in Language Models cites this paper.

From Emergence to Control: Probing and Modulating Self-Reflection in Language Models Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 14

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no resolver link, observed 2026-08-07T01:03:39.875381Z

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source=pdf_text observed=2026-08-07T01:03:39.875381Z digest=sha256:b6d14f714da150d27717d40bf33d4b83a5374f4721f4c538aaefe94ed8230d29

Observation 8765105a-35da-4500-9b55-1965900a170a · inbound

SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation cites this paper.

SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 15

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source=pdf_text observed=2026-08-07T00:48:44.590766Z digest=sha256:d1dd3b28de05ce4e407e7749b2cd3a485a2deb1a00432dac62ea9caed57b2429

Observation d7d2d4c6-4d02-4a06-8453-ac859996c402 · inbound

DuaShepherd: Integrating Stepwise Correctness and Potential Rewards for Mathematical Reasoning cites this paper.

DuaShepherd: Integrating Stepwise Correctness and Potential Rewards for Mathematical Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 22

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no resolver link, observed 2026-08-06T23:35:35.944885Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:35:35.944885Z digest=sha256:8fac81da4e674ddbd33ff855ff2933fd56ee2f90acce0f643ba33accfcfff351

Observation 36ab0612-a4a0-4de0-ab01-62e0d8d342b1 · inbound

AdapThink: Adaptive Thinking Preferences for Reasoning Language Model cites this paper.

AdapThink: Adaptive Thinking Preferences for Reasoning Language Model Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 18

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no resolver link, observed 2026-08-06T23:28:39.415341Z

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source=pdf_text observed=2026-08-06T23:28:39.415341Z digest=sha256:aab80dcc66520ecb1635b36eeedcc74c5977fcfcb702c0b1de68eacea066e4b4

Observation 1853b70f-d23d-4884-ae36-8a5f1b45ea2c · inbound

Legal Requirements Translation from Law cites this paper.

Legal Requirements Translation from Law Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 39

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source=pdf_text observed=2026-08-06T20:25:10.978020Z digest=sha256:cd9ee410a7302e74468a0a45055e1c8a9db80407fcc1f930378e3b2225838aff

Observation 799a0d46-0840-4686-afc4-b7b8399270f2 · inbound

HKGAI-V1: Towards Regional Sovereign Large Language Model for Hong Kong cites this paper.

HKGAI-V1: Towards Regional Sovereign Large Language Model for Hong Kong Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 42

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no resolver link, observed 2026-08-06T17:38:17.043293Z

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source=pdf_text observed=2026-08-06T17:38:17.043293Z digest=sha256:51da943ab68826aaf2a69497e5d9bd246907b3b4b62ffd035eb58afd5d4e20d6

Observation 1a3a420f-fddd-4102-a544-76bfa8f7a580 · inbound

Extremal Testing for Network Software using LLMs cites this paper.

Extremal Testing for Network Software using LLMs Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 10

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source=pdf_text observed=2026-08-06T17:04:14.824359Z digest=sha256:1d6c00f6464b674fb436ce59714ed66058b3527adf8753e3930f2d7767e57df1

Observation 3959a3b6-552f-48f5-abfa-34f6fe8a542f · inbound

Murakkab: Resource-Efficient Agentic Workflow Orchestration in Cloud Platforms cites this paper.

Murakkab: Resource-Efficient Agentic Workflow Orchestration in Cloud Platforms Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 69

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source=pdf_text observed=2026-08-05T17:19:05.333916Z digest=sha256:fcb758efb8cdb162562d3de32d09a0db14178214c4deb441b042e4d3236ea324

Observation 9dce0f88-1bcd-4184-876b-980ede070957 · inbound

How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on $\tau$-bench cites this paper.

How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on $\tau$-bench Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 17

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source=pdf_text observed=2026-08-05T14:49:00.708093Z digest=sha256:05a16a400a779294f82ee6ddb255ef32884a040abcf929ea4df4ca02b426833a

Observation 7b997ffb-3628-4b00-be6d-2f084eed925a · inbound

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning cites this paper.

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 40

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no resolver link, observed 2026-08-05T11:39:47.819080Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:39:47.819080Z digest=sha256:b7c3af9f1910b1840a2e310eb2f4b574803485207ea098f68e988940e1031ffb

Observation 27736d77-4ef8-4033-b2df-a32d4ab5143d · inbound

Self-Aligned Reward: Towards Effective and Efficient Reasoners cites this paper.

Self-Aligned Reward: Towards Effective and Efficient Reasoners Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 35

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verified exact
arxiv_id, observed 2026-05-18T18:31:44.494812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-18T18:27:23.076544Z digest=sha256:ca8d69f534ff1bf19c5f25dd3ba530f0f3feb8e730e2f93769ba14de1028f00c

Observation 409c2c60-b88b-4794-956d-6eb00731d168 · inbound

A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models cites this paper.

A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 92

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no resolver link, observed 2026-08-04T16:49:32.877585Z

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source=arxiv_source observed=2026-08-04T16:49:32.877585Z digest=sha256:eaf61c940a265415417d265328e03d3875aaae46d3a0dd9031e1b9339d261c38

Observation d0d0b8b9-e7c2-4c39-adb1-5fcd3c7dcbc0 · inbound

Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions cites this paper.

Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 24

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arxiv_id, observed 2026-05-18T15:01:31.277339Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-18T15:00:51.162221Z digest=sha256:0ed1ec6728a794de4f7a79cc86088e2c896b1991aaa45d7de0a11d081b070491

Observation de7cd65f-8be3-482e-af11-f845e51404ad · inbound

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory cites this paper.

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 151

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arxiv_id, observed 2026-05-14T23:13:15.298971Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-14T23:13:15.016486Z digest=sha256:77c81a3c3f1bb99fb7fcc4d514776fd12ea267c3297c72dfce21f27aa807ce2a

Observation 21644b8a-4c38-45e5-a421-0243a9b6c5b1 · inbound

A Minimal Agent for Automated Theorem Proving cites this paper.

A Minimal Agent for Automated Theorem Proving Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 51

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arxiv_id, observed 2026-05-15T18:46:29.366461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T18:44:35.600033Z digest=sha256:aa4583e30689372c7fdebbc92e3e985a59bfd48ae2c04d4323cb1550109983fb

Observation df6ff556-8989-41d2-8cc0-c3c4e5d15282 · inbound

Enhancing LLM Problem Solving via Tutor-Student Multi-Agent Interaction cites this paper.

Enhancing LLM Problem Solving via Tutor-Student Multi-Agent Interaction Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 16

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arxiv_id, observed 2026-05-11T05:30:58.411787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T18:06:30.175355Z digest=sha256:28fc464b9880bf69070c75d4dbb119759a45815825161df481aa29fae9974555

Observation 0419e4a2-26ae-4fab-b926-6655548cbe85 · inbound

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning cites this paper.

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 45

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verified exact
arxiv_id, observed 2026-05-11T08:11:04.466105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T16:46:36.010169Z digest=sha256:f35ea7904a567dbe50111bb10bc211b3c6b94c9a5168c1ebb963f5342a849ac1

Observation 2552e2a3-5852-468c-b8d3-1daa8d4db090 · inbound

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning cites this paper.

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 45

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verified exact
arxiv_id, observed 2026-05-12T06:01:26.902758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-12T04:38:06.774877Z digest=sha256:c16ee9b523dc982f36b3b96e6d66e26f044f62d3b34f062fc427a9fc600a2e54

Observation afb5223e-481b-418f-b963-b4dea68d84e8 · inbound

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning cites this paper.

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:27:29.295275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T07:26:59.917150Z digest=sha256:582b1378fe4654e1d37f0cb8ac7bdebc368681272e20477ff333dc2383ab4231

Observation ad668a4e-cb3f-4f91-8696-672b23bd271f · inbound

UniMesh: Unifying 3D Mesh Understanding and Generation cites this paper.

UniMesh: Unifying 3D Mesh Understanding and Generation Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 40

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T06:56:47.282263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T06:55:42.679323Z digest=sha256:c25082527971f404122b9fa3d89a24d99e9f64059f80c8d47bf8ec425d481388

Observation 8f72a3d5-3406-4dfb-b0f6-f42abc5b4e62 · inbound

GSAR: Typed Grounding for Hallucination Detection and Recovery in Multi-Agent LLMs cites this paper.

GSAR: Typed Grounding for Hallucination Detection and Recovery in Multi-Agent LLMs Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:41:13.728275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T08:16:25.456532Z digest=sha256:ec9c5bb6f958999947211eff28a37c91fd49bcf00924be493037e2f98e251c42

Observation c82f4f8f-bd55-432b-b5d3-e632c8593543 · inbound

HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution cites this paper.

HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T06:31:25.229363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-12T04:14:06.843343Z digest=sha256:854cd7b328b9d0c690feca0cbfa68c3c17c4e213873833f0d5696842d5c93006

Observation 62bfe0ac-24fc-4149-82d2-f7414e294ca2 · inbound

STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning cites this paper.

STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:31:25.467465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-12T02:42:42.419975Z digest=sha256:90a7c4f5962ffdf09491516ea5c23aeae64f952caa14b062cdebf8a2afd728c0

Observation dbdeac93-60b6-49d6-b729-13a279529fc7 · inbound

STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning cites this paper.

STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-13T03:52:12.568702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T03:50:25.089976Z digest=sha256:50f5d5cb970b8f90e2787583227040143825a6a956bf09bb686a38c0531d3f85

Observation 700245f6-4690-4886-967b-0257fe901047 · inbound

STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning cites this paper.

STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-19T14:47:36.107894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-19T14:46:40.165981Z digest=sha256:e4858074415e25d059498d7ac65d417aab7f327cf3c39fbf55d4d10f2ca85b48

Observation 4dd13531-b2aa-4989-ba15-c4863aa35958 · inbound

Context, Reasoning, and Hierarchy: A Cost-Performance Study of Compound LLM Agent Design in an Adversarial POMDP cites this paper.

Context, Reasoning, and Hierarchy: A Cost-Performance Study of Compound LLM Agent Design in an Adversarial POMDP Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-20T19:08:54.476701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T19:04:19.519479Z digest=sha256:217f4402a4701aa46c9537d07cd6ab51c4fde08d14cac0664120939f7e062faf

Observation f1e0c9d6-9b3d-48d7-a1c6-7ebcdf02f2a8 · inbound

Trustworthy Agent Network: Trust in Agent Networks Must Be Baked In, Not Bolted On cites this paper.

Trustworthy Agent Network: Trust in Agent Networks Must Be Baked In, Not Bolted On Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:33:12.317077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T10:31:16.368065Z digest=sha256:9792e0737f754b36add61ec53c8ac871e064a98b2f326315ef929436e858ff60

Observation e8b7d76c-0799-4328-8048-e33e2f71a6b8 · inbound

Unified Data Selection for LLM Reasoning cites this paper.

Unified Data Selection for LLM Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-05-22T05:34:40.080384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-22T05:33:20.930156Z digest=sha256:c7109b9542ac515f1828b792a27570b54b17f6abcb9c43247ca1616350782a75

Observation 3b20ad2e-6fe2-48ff-80de-3615a4d0467f · inbound

VINS-120K: Ultra High-Resolution Image Editing with A Large-Scale Dataset cites this paper.

VINS-120K: Ultra High-Resolution Image Editing with A Large-Scale Dataset Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-25T04:25:19.698371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-25T04:21:05.811662Z digest=sha256:1bf1413abb85f762abf675fea8cc46df40a17ecf79d7f738f9bc655b454f4617

Observation 83923d7c-41fd-4590-b240-59d719847213 · inbound

VineLM: Trie-Based Fine-Grained Control for Agentic Workflows cites this paper.

VineLM: Trie-Based Fine-Grained Control for Agentic Workflows Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 43

Resolution
unresolved
no resolver link, observed 2026-07-12T23:56:22.405561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T23:56:22.405561Z digest=sha256:e2616576fc120edd3e9ff686f4d2faf23118d487b2e63c4759d9d0b125c9b8fd

Observation 08d595b2-4b30-481a-ab6e-b408a36685f1 · inbound

Deconstructing Spatial Complexity: Hierarchical Decomposition for LLM Spatial Reasoning cites this paper.

Deconstructing Spatial Complexity: Hierarchical Decomposition for LLM Spatial Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T13:03:26.093933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T12:59:36.478121Z digest=sha256:570173cf5091dcd11e1b42f0819b4932cffb2b1c02af9605c56bb30b3bfbfb56

Observation b19824eb-684c-42e6-ad22-3e6dbc9eaebd · inbound

Specialty-Specific Medical Language Model for Immune-Mediated Diseases cites this paper.

Specialty-Specific Medical Language Model for Immune-Mediated Diseases Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-12T22:27:01.885350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T22:27:01.885350Z digest=sha256:d4cb2c5ce90395dc157afce9d598622061b633d9cbdbf96c6d5acc866badc574

Observation 68a76fa4-6aeb-4cb1-9f99-57a638fb2337 · inbound

How Consistent Are LLM Agents? Measuring Behavioral Reproducibility in Multi-Step Tool-Calling Pipelines cites this paper.

How Consistent Are LLM Agents? Measuring Behavioral Reproducibility in Multi-Step Tool-Calling Pipelines Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-04T21:40:08.954429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-07-04T21:40:04.594380Z digest=sha256:6fad8975740b7f012a777c2b1ff8e45a78b9602df9ac92cf0835d6578f5953a7

Observation 4d521685-86e1-4efa-971c-70531550b066 · inbound

MoG: Mixture of Experts for Graph-based Retrieval-Augmented Generation cites this paper.

MoG: Mixture of Experts for Graph-based Retrieval-Augmented Generation Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-07-01T19:36:08.153341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-28T22:24:25.409345Z digest=sha256:be04d8c007341f74f81865be991dcb2bce157bdfdca75294e9a2b316b5849c11

Observation 6d07d0ad-a9c6-4b54-b876-4642ec88705b · inbound

LinTree: Improving LLM Reasoning with Explicitly Structured Search Histories cites this paper.

LinTree: Improving LLM Reasoning with Explicitly Structured Search Histories Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-01T19:46:10.708211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-28T22:04:56.620892Z digest=sha256:4a9c1906db0f8a6d89e84abf4e3a9ae83fbfcd4941cf4a6c5ee7750e4bcdcfa4

Observation 9091a866-16b3-4ca7-9d6a-34657f53f478 · inbound

Smart Picks in the Dark: Towards Efficient RLVR for Reasoning via Tracing Metacognitive Pivots cites this paper.

Smart Picks in the Dark: Towards Efficient RLVR for Reasoning via Tracing Metacognitive Pivots Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-07-02T07:26:46.229199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-28T06:55:09.927034Z digest=sha256:00b4f18e14db11d3661a619d71c8f0de101c079978f2525568c5c88a9e715e6e

Observation 819eace1-f703-415b-b1c0-497e69ca9ebf · inbound

Multimodal Graph RAG for Long-range Visually Rich Document Understanding cites this paper.

Multimodal Graph RAG for Long-range Visually Rich Document Understanding Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-06-30T13:24:40.828519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T09:07:32.380146Z digest=sha256:3973079a0ffb20da6af8c0adc870ae2eef6eadeabb242e13d8dbee2d8f9804cc

Observation c0d73d79-90d3-4dba-844b-e8a547e49978 · inbound

Wait, am I Being Fair? Characterizing Deductive Stereotyping and Mitigating It with Fair-GCG cites this paper.

Wait, am I Being Fair? Characterizing Deductive Stereotyping and Mitigating It with Fair-GCG Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 80

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T01:15:13.241690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-07-01T01:13:13.329619Z digest=sha256:117f0723117bfc0172803afe0873e63510ebdc8866f2982264dd90ebd4004212

Observation e20b981c-7260-4d4a-827c-c34c11a4d2e3 · inbound

Agentic generation of verifiable rules for deterministic, self-expanding reaction classification cites this paper.

Agentic generation of verifiable rules for deterministic, self-expanding reaction classification Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T12:26:56.239939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-07-02T12:19:23.229663Z digest=sha256:b25c9842b38cf7b79d44ccaf966753441acc036a15ca1093845650607f159e9e

Observation 5a5a2d3a-29fa-4bd1-aa05-5e6cf9623e1a · inbound

A Diagnostic Framework for AI Agent Behavior cites this paper.

A Diagnostic Framework for AI Agent Behavior Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-01T18:53:09.273519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:53:09.273519Z digest=sha256:850e20e9c314375f24cd4ecc4a87b39379eb9d7d92ce85f40440a26030213a26

Observation c57b7405-640a-41d6-8c68-1c5764061d15 · inbound

It Matters How You Say It: Exploring Rhetorical Patterns for AI-Assisted Information Evaluation cites this paper.

It Matters How You Say It: Exploring Rhetorical Patterns for AI-Assisted Information Evaluation Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-01T17:30:01.718187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T17:30:01.718187Z digest=sha256:87a1eecc259198ca8697a96195d9723bdd18a8027fc6d43840a6d10b8bc599a0

Observation 2779c611-c004-4168-84e9-97b702f2e46b · inbound

SkillSmith: Learning to Compose Parametric Skills and Textual Knowledge cites this paper.

SkillSmith: Learning to Compose Parametric Skills and Textual Knowledge Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-01T06:52:15.918615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T06:52:15.918615Z digest=sha256:09bfd854fcfb431ae91826e3bf785d0c8be97fb40ab5c949a84c1d6afa4fdd80

Observation c54a8c42-6478-4470-aebc-6b5b1117b962 · inbound

Reflection or Re-Generation? Why LLM Revision Fails Where Human Revision Succeeds cites this paper.

Reflection or Re-Generation? Why LLM Revision Fails Where Human Revision Succeeds Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-03T17:29:11.993480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T17:29:11.993480Z digest=sha256:a263c9f7fd407b28d2a467efbfd55b821bd6bc63ea5e67bfdb65ae72f95c74ad

Observation d4cffdc3-e940-4ca6-be9c-b5515e11b218 · inbound

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability cites this paper.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-03T16:54:57.757455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T16:54:57.757455Z digest=sha256:cb1b6d3c8c2af3c168f3a611242896cefb637b804b5954dafcb59d4c3334482b

Observation 4d543068-4bf1-4927-a31e-512178265d94 · inbound

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability cites this paper.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T04:24:56.450476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:24:56.450476Z digest=sha256:36c7dedf97a0ae28808d51595cfd939f8ae4e57aac34d1c42d2fb6fddca48de9