Pith. sign in

Paper Citation Record · LEDGER

VeriThinker: Learning to Verify Makes Reasoning Model Efficient

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2505.17941.

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

pith.paper-citation-record.v1
2505.17941 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:25:54.792700Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T21:58:35.713825Z

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 621aa4fc-47bd-4df5-b312-9b213abe1821 · 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 VeriThinker: Learning to Verify Makes Reasoning Model Efficient

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-14T01:29:57.253091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T01:29:56.480020Z digest=sha256:60e53b414131a90b515b57692305eacba957ca700fd599370e64df315b9d3920

Observation 99bb6ba3-a323-499f-9e51-2b556a410a5a · inbound

Performative Thinking? The Brittle Correlation Between CoT Length and Problem Complexity cites this paper.

Performative Thinking? The Brittle Correlation Between CoT Length and Problem Complexity VeriThinker: Learning to Verify Makes Reasoning Model Efficient

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T22:25:54.792700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:25:54.792700Z digest=sha256:f46d9d272e9d27643bd425020fe11e25f6589f6fbe6fb2bfa7a1f71007e7d753

Observation 401818e2-df59-480e-b9f4-69011410134e · inbound

MixReasoning: Switching Modes to Think cites this paper.

MixReasoning: Switching Modes to Think VeriThinker: Learning to Verify Makes Reasoning Model Efficient

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-04T11:16:35.218526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:16:35.218526Z digest=sha256:317905cc7868d60741a842b5580c2543ef8e00a62c87a7dd14e30281d098d1cc

Observation ed810ae0-e5ed-4a63-94e7-9a83cfb6ec1b · inbound

Hard Negative Sample-Augmented DPO Post-Training for Small Language Models cites this paper.

Hard Negative Sample-Augmented DPO Post-Training for Small Language Models VeriThinker: Learning to Verify Makes Reasoning Model Efficient

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:58:35.716034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T21:57:16.279587Z digest=sha256:da172efe4a3f7d9e12acdf5e973ba73f4088c1b10ea4d808c7f7b7f397bc490e

Observation 5035f53a-a53c-4726-8cb7-a1d6ef2a22e5 · inbound

Shorter, but Still Trustworthy? An Empirical Study of Chain-of-Thought Compression cites this paper.

Shorter, but Still Trustworthy? An Empirical Study of Chain-of-Thought Compression VeriThinker: Learning to Verify Makes Reasoning Model Efficient

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-13T17:18:01.245203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-13T17:16:47.284564Z digest=sha256:38644b5e393d86a868e48c2ba6af70c3b3d946b98f50db69435488497e09f475

Observation 9bde3fb6-2498-4c18-ac57-bceac49bcac0 · 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 VeriThinker: Learning to Verify Makes Reasoning Model Efficient

Reference 241

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T20:06:09.809715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-08T10:19:08.451445Z digest=sha256:17c5a1a512a8dd903a3a9eea7384403a90bd5996912cdf708dd81157abb074c7

Observation fff5e756-0db5-4abe-b1e0-f1fb12d5f4f5 · inbound

Nice Fold or Hero Call: Learning Budget-Efficient Thinking for Adaptive Reasoning cites this paper.

Nice Fold or Hero Call: Learning Budget-Efficient Thinking for Adaptive Reasoning VeriThinker: Learning to Verify Makes Reasoning Model Efficient

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-13T01:32:02.706227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-13T01:31:21.377700Z digest=sha256:baf2199b26745ceeaa245a7a2921f573c7da4f9068afa149657b34ba65ef3996