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Paper Citation Record · LEDGER

Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2505.03469.

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

pith.paper-citation-record.v1
2505.03469 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:43:54.937457Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T05:37:40.333294Z

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 2cc84690-af39-4bad-99f1-bf68f8125074 · 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 Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 218

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T01:29:57.281342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-14T01:29:56.480020Z digest=sha256:03e079d7a6d75b400bc8c01879125293df576bb3ee7469d5cbe6a7af5f8d270f

Observation 174533d3-3453-4c01-b903-6b6de6dc15dd · inbound

ConPress: Learning Efficient Reasoning from Multi-Question Contextual Pressure cites this paper.

ConPress: Learning Efficient Reasoning from Multi-Question Contextual Pressure Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-03T05:43:54.937457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:43:54.937457Z digest=sha256:f2297d6d815b1860c8864a03b659da98cc7ef3bcd010db2d5ccd7436c742f3eb

Observation fc8ac5b9-ad90-4940-9cb7-8b377e265cc0 · 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 Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 220

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:06:10.018383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-08T10:19:08.451445Z digest=sha256:b8b859a7b11868739f4180ff481a3efd9e2ed6a7165899eb38f81f714065f697

Observation f067d6e2-086f-470e-9637-1c7b65f17a08 · inbound

Compute Where it Counts: Self Optimizing Language Models cites this paper.

Compute Where it Counts: Self Optimizing Language Models Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 23

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T05:46:29.847356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-12T04:57:58.649358Z digest=sha256:f3083e7c82172fa905ea7489c935dc24d9b2349e37724e63866a2963d0ffdc1d

Observation 9c936102-25f3-4341-b092-773cf176525d · inbound

Data Difficulty and the Generalization--Extrapolation Tradeoff in LLM Fine-Tuning cites this paper.

Data Difficulty and the Generalization--Extrapolation Tradeoff in LLM Fine-Tuning Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-14T20:07:54.504006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-14T20:02:58.318276Z digest=sha256:4a77bd19e6afbe85a2f7e850be2ff9361829341e22c4d31ee58e5e155eb17963

Observation 6e58de30-ebe7-41b1-9b1a-b99bcde64c65 · inbound

D$^2$Evo: Dual Difficulty-Aware Self-Evolution for Data-Efficient Reinforcement Learning cites this paper.

D$^2$Evo: Dual Difficulty-Aware Self-Evolution for Data-Efficient Reinforcement Learning Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-19T20:22:45.290019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-19T20:21:48.657926Z digest=sha256:8807e6aaf82d8eb974c5b5128bf49d2fe119ff8b9b25414b5b9b7ec214c6560a

Observation 636a11da-1961-4e32-b480-cfa3e0b4f01f · inbound

ReasonAlloc: Hierarchical Decoding-Time KV Cache Budget Allocation for Reasoning Models cites this paper.

ReasonAlloc: Hierarchical Decoding-Time KV Cache Budget Allocation for Reasoning Models Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-07-03T05:37:40.335160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-27T13:09:37.979051Z digest=sha256:abd7d80c38bbb4c23735b0509f8e8a030a3b22a8dfaeea51412cd40c4c3ba360

Observation b8a91b08-ae89-46bc-aa36-f0825b18019c · inbound

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI cites this paper.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 108

Resolution
unresolved
no resolver link, observed 2026-08-02T11:29:28.315317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T11:29:28.315317Z digest=sha256:51311f9fbedd784aaf8a02f036bbec7832403349ea516bbe9586837a66a41f69

Observation 081183ca-e9d8-4ee0-ab2c-bb958653f164 · inbound

SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD cites this paper.

SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-01T10:42:42.084760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T10:42:42.084760Z digest=sha256:22643cc55f1b71e1aa27eef69ade9de731f47861d6fe3d251dca11cebf69c4b8