Paper Citation Record · LEDGER

Progress or Regress? Self-Improvement Reversal in Post-training

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2407.05013.

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

pith.paper-citation-record.v1
2407.05013 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:02:57.245849Z

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

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
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 34f8f316-6282-4d03-bfdf-25d850dbdcff · 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 Progress or Regress? Self-Improvement Reversal in Post-training

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-12T13:02:57.245849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91ea850c-fccc-4650-9cbc-f4c345f9cf1d · inbound

Language Models as Continuous Self-Evolving Data Engineers cites this paper.

Language Models as Continuous Self-Evolving Data Engineers Progress or Regress? Self-Improvement Reversal in Post-training

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T11:40:52.592038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 312975e6-0706-4e03-9a73-5d4d1b5c4012 · inbound

B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners cites this paper.

B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners Progress or Regress? Self-Improvement Reversal in Post-training

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T05:45:00.460966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6acb88e-0c2e-47ab-92aa-d05159bdc3a0 · inbound

Diving into Self-Evolving Training for Multimodal Reasoning cites this paper.

Diving into Self-Evolving Training for Multimodal Reasoning Progress or Regress? Self-Improvement Reversal in Post-training

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T05:32:38.992525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acfedb3c-4701-4912-813b-054b491d2dc2 · inbound

DIVE: Diversified Iterative Self-Improvement cites this paper.

DIVE: Diversified Iterative Self-Improvement Progress or Regress? Self-Improvement Reversal in Post-training

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T22:49:13.486952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc4bc989-576f-4c32-bc88-66e09e38d3d9 · inbound

LIMO: Less is More for Reasoning cites this paper.

LIMO: Less is More for Reasoning Progress or Regress? Self-Improvement Reversal in Post-training

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-17T02:11:37.216203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f789919d-ef23-4322-ae1e-da52ce545942 · inbound

StaAgent: An Agentic Framework for Testing Static Analyzers cites this paper.

StaAgent: An Agentic Framework for Testing Static Analyzers Progress or Regress? Self-Improvement Reversal in Post-training

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:37.978213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52c63fba-1bde-4339-ba93-47bd5b0acae7 · inbound

Building Task Bots with Self-learning for Enhanced Adaptability, Extensibility, and Factuality cites this paper.

Building Task Bots with Self-learning for Enhanced Adaptability, Extensibility, and Factuality Progress or Regress? Self-Improvement Reversal in Post-training

Reference 195

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:55.192696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05a0e44e-7ad6-4a14-9976-e456b1e75384 · inbound

Breaking $\textit{Winner-Takes-All}$: Cooperative Policy Optimization Improves Diverse LLM Reasoning cites this paper.

Breaking $\textit{Winner-Takes-All}$: Cooperative Policy Optimization Improves Diverse LLM Reasoning Progress or Regress? Self-Improvement Reversal in Post-training

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:07:09.091725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d470ffd1-8c8a-4988-b95b-259261b16831 · inbound

Breaking $\textit{Winner-Takes-All}$: Cooperative Policy Optimization Improves Diverse LLM Reasoning cites this paper.

Breaking $\textit{Winner-Takes-All}$: Cooperative Policy Optimization Improves Diverse LLM Reasoning Progress or Regress? Self-Improvement Reversal in Post-training

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:49:10.644947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c982a08f-61d5-4676-9ba4-79f2c49dd8d7 · inbound

Self-Improvement Can Self-Regress: The Rise-and-Collapse Failure Mode of LLM Self-Training cites this paper.

Self-Improvement Can Self-Regress: The Rise-and-Collapse Failure Mode of LLM Self-Training Progress or Regress? Self-Improvement Reversal in Post-training

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-04T00:29:16.707901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.