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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 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 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 16 of 16 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 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:23:04.155410Z

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-14T01:29:56.480020Z digest=sha256:2f498fe3c1fff707df356a9f7a7947313aa644cfeb1c461d6fb2d6420c2693c2

Observation 4656c972-852e-4350-8467-e4ffb1aefa3d · inbound

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning cites this paper.

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 12

Resolution
malformed identifier
no resolver link, observed 2026-08-07T15:23:04.155410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:23:04.155410Z digest=sha256:9e90b667ee9b926c3c979e5e458ba98d8f7fa876e86110d055cfc88cb5421122

Observation 766b2025-fd5f-4335-b6a2-08b8d95bb915 · inbound

Not All Tokens Are What You Need In Thinking cites this paper.

Not All Tokens Are What You Need In Thinking Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T14:45:15.250653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:45:15.250653Z digest=sha256:c5ec09bcb22cedf93d687318350584a732d45389d96fb234741106a2ed5f4e4b

Observation 816b8f40-0261-4d0c-9048-ad6dd631581d · inbound

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting cites this paper.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T14:12:21.953379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:12:21.953379Z digest=sha256:c5a747500d1f4908012f0c131e4946287c0a057e823e632ed160d9d87ade7761

Observation fb34f0ed-3049-4fe2-b618-19491a0b5f27 · inbound

How Well Do Large Reasoning Models Translate? A Comprehensive Evaluation for Multi-Domain Machine Translation cites this paper.

How Well Do Large Reasoning Models Translate? A Comprehensive Evaluation for Multi-Domain Machine Translation Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T14:06:30.809680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:06:30.809680Z digest=sha256:715c5ea0dde2c8062124b35e784da62acd750e8286b4ca6bb573017198157ce7

Observation d1649c7b-2163-4771-b4ba-dd88ccf752bb · inbound

SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning cites this paper.

SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T05:01:24.256779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:01:24.256779Z digest=sha256:9f9424e81f38301c9c3ccab68e3197c1016a6c1ef6250a707e5ed7f77f5538f5

Observation 24b9dd8e-c2af-4876-a4d0-47fe83c59cac · inbound

Reasoning on a Budget: A Survey of Adaptive and Controllable Test-Time Compute in LLMs cites this paper.

Reasoning on a Budget: A Survey of Adaptive and Controllable Test-Time Compute in LLMs Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T20:43:11.584022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:43:11.584022Z digest=sha256:77dadf35040994d44a702a3396733b21fb8ac24ec5983bd19da3e39938fe49a0

Observation 62591bde-b2a5-4ab2-890d-76c45a9ebf11 · inbound

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 229

Resolution
unresolved
no resolver link, observed 2026-08-06T17:54:18.005503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:54:18.005503Z digest=sha256:48c4d289e48455f0f1ebf67775406ec1d3526b005d8dc8804410a814119a5b09

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:da727e8507a015305815285bd148053247e937e1ffe69478b0e8ac444b6186f4

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-08T10:19:08.451445Z digest=sha256:a2c1156c3bf05d707e3838e28a26c9ed088785f8a996b5e390b1da53c573dede

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-12T04:57:58.649358Z digest=sha256:c779809d772681d34e2232bfc0398060ba350d134f657f2a4040c60e4917db71

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-14T20:02:58.318276Z digest=sha256:cac06125a4a46c71c24a165d58791007f0ccbdd3c69fd5b46725b999225a88eb

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-19T20:21:48.657926Z digest=sha256:c1850885c121a2ea7f8131f4b3f859c04bce45e26685c0a326079db45bab9684

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-27T13:09:37.979051Z digest=sha256:53f7ccd9e5e2e2c856559ffe53c8bed33585f700e6c7a42560e1f6c9d3ba9f09

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=sha256:90a873926c33c759d21a26fd9e2fab2d785179cd6f66d55a6ca542fa6bdf8d55

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=sha256:2ba351f74d500fb7a3f9a14b47c8034f37e381f2991efd2a2565e07d828670c2