Paper Citation Record · LEDGER

AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2502.13943.

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

pith.paper-citation-record.v1
2502.13943 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:32:01.611838Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T19:22:50.545176Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c430118b-fc85-4b0d-a311-a999e634243a · inbound

From System 1 to System 2: A Survey of Reasoning Large Language Models cites this paper.

From System 1 to System 2: A Survey of Reasoning Large Language Models AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence

Reference 182

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:36:24.247841Z

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.

Observation b665dcd4-28a4-45a4-b29c-612dd2dfc515 · inbound

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models cites this paper.

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence

Reference 119

Resolution: verified exact; arxiv_id, observed 2026-05-14T01:29:57.504956Z

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.

Observation 60531688-3e0c-4851-84d0-6bd3c62de25d · inbound

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction cites this paper.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:01.611838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a453f98f-0bc6-4b5c-b537-0675678ee81e · inbound

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

AdapThink: Adaptive Thinking Preferences for Reasoning Language Model AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:37.815034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45bbdef3-89d4-4f5f-8c18-1316add18e19 · inbound

DGPO: Distribution Guided Policy Optimization for Fine Grained Credit Assignment cites this paper.

DGPO: Distribution Guided Policy Optimization for Fine Grained Credit Assignment AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:16:32.472351Z

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.

Observation 51eb63a1-5705-4187-b3be-b8af5786e757 · inbound

DGPO: Distribution Guided Policy Optimization for Fine Grained Credit Assignment cites this paper.

DGPO: Distribution Guided Policy Optimization for Fine Grained Credit Assignment AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T02:20:54.993357Z

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.

Observation 47a8d603-a508-4dac-8a77-c4349c0d763a · inbound

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost cites this paper.

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence

Reference 155

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:06:09.092457Z

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.

Observation 489021b8-c84c-44a6-adac-95bbce9c7603 · inbound

PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning cites this paper.

PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:22:50.549219Z

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.