Paper Citation Record · LEDGER

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2404.12253.

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

pith.paper-citation-record.v1
2404.12253 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T06:04:14.632334Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

4
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 20fefdd6-74e8-4181-b6ff-763d8ab36617 · inbound

Improve Mathematical Reasoning in Language Models by Automated Process Supervision cites this paper.

Improve Mathematical Reasoning in Language Models by Automated Process Supervision Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:53:45.961596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c6411e33-2113-43d8-80a9-6fa6f905d9d9 · inbound

Large Language Monkeys: Scaling Inference Compute with Repeated Sampling cites this paper.

Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 56

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T04:42:23.462705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9bf0d1da-e5ec-4971-8d03-d054db731fe6 · inbound

Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision cites this paper.

Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T13:02:57.230261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31783586-ec4b-4108-871a-e5d375beebc1 · inbound

Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS cites this paper.

Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-12T11:13:42.719617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 077bf181-5d88-4144-b949-f52e337039b2 · inbound

RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models cites this paper.

RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T23:08:16.094767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d960ee26-1d9c-4fe0-b841-2c8005ec89b1 · inbound

Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models cites this paper.

Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 188

Resolution: unresolved; no resolver link, observed 2026-08-11T22:57:02.016944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b40c4073-d9d6-41ce-b7dc-b47703ac6c4f · inbound

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension cites this paper.

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T22:18:01.597210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52457f07-81fa-430e-9472-b5e542fd6608 · inbound

Progressive Multimodal Reasoning via Active Retrieval cites this paper.

Progressive Multimodal Reasoning via Active Retrieval Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-11T11:55:10.543361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1984b41d-d237-4ffe-9ef8-0cc92945c2f8 · inbound

Teaching LLMs to Refine with Tools cites this paper.

Teaching LLMs to Refine with Tools Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T06:05:31.207636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2ed132b-b9d1-4921-995d-e51d97b9eb69 · inbound

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration cites this paper.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.316198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 465919d2-e45a-4066-bbdd-598cbccd2b77 · inbound

Large Language Model Safety: A Holistic Survey cites this paper.

Large Language Model Safety: A Holistic Survey Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T05:19:34.527572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc4504ed-2426-490d-bac0-788cc9702230 · inbound

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs cites this paper.

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-13T15:51:29.496507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c5f33746-c561-443d-820b-d1dac2d91379 · inbound

Scaling Flaws of Verifier-Guided Search in Mathematical Reasoning cites this paper.

Scaling Flaws of Verifier-Guided Search in Mathematical Reasoning Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T19:40:23.123889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62c49919-b6e4-4eb7-89de-d9c4aa683776 · inbound

LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information cites this paper.

LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T13:25:52.076293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 400e6bbb-f577-4f4a-91de-f675b930a8bf · inbound

On the Emergence of Thinking in LLMs I: Searching for the Right Intuition cites this paper.

On the Emergence of Thinking in LLMs I: Searching for the Right Intuition Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:53.550735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e2757f4-1766-416d-8c6f-3bf8f7f6bdfc · inbound

Bag of Tricks for Inference-time Computation of LLM Reasoning cites this paper.

Bag of Tricks for Inference-time Computation of LLM Reasoning Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T13:35:24.557180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac1f8437-b4dc-4094-9155-267366176814 · inbound

SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning cites this paper.

SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T06:04:14.632334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d7e7a39-7a9c-44dc-bc1f-c26cab310eaf · inbound

SLearnLLM: A Self-Learning Framework for Efficient Domain-Specific Adaptation of Large Language Models cites this paper.

SLearnLLM: A Self-Learning Framework for Efficient Domain-Specific Adaptation of Large Language Models Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:05.485099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1842d38-4d20-4eaf-b30f-ad7df9642cbf · inbound

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning cites this paper.

CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T05:36:38.526625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27a21eb2-fe1d-4337-a4d5-9ce439a5ab1c · inbound

SELT: Self-Evaluation Tree Search for LLMs with Task Decomposition cites this paper.

SELT: Self-Evaluation Tree Search for LLMs with Task Decomposition Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:38:33.299806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 780b2f58-8832-4486-844d-86d6bf3a3b8b · inbound

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios cites this paper.

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:04.423186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 775a8845-ebc0-4eff-818c-9e53b93e8c2e · inbound

Large Reasoning Models are not thinking straight: on the unreliability of thinking trajectories cites this paper.

Large Reasoning Models are not thinking straight: on the unreliability of thinking trajectories Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T21:13:13.009844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c27f36c-6b43-464e-93d1-8c4bf7c1001d · inbound

Hell or High Water: Evaluating Agentic Recovery from External Failures cites this paper.

Hell or High Water: Evaluating Agentic Recovery from External Failures Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T17:35:04.735848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31044c9b-c5f4-4420-a51a-5e7b59f8bb1e · inbound

Icon$^{2}$: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation cites this paper.

Icon$^{2}$: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T16:26:28.250013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9d988df-0aa4-4bf0-9e27-63c647ed1388 · inbound

Do Self-Evolving Agents Forget? Capability Degradation and Preservation in Lifelong LLM Agent Adaptation cites this paper.

Do Self-Evolving Agents Forget? Capability Degradation and Preservation in Lifelong LLM Agent Adaptation Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:31:29.251592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9b1eae1b-1ae6-45ce-baea-9167fa4a120a · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 234

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T05:57:41.650075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a8d8d45b-d57b-4936-ad1d-e84a32ad4dce · inbound

Search, Fail, Recover: A Training Framework for Correction-Aware Reasoning cites this paper.

Search, Fail, Recover: A Training Framework for Correction-Aware Reasoning Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-07-09T09:26:08.777500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.