Paper Citation Record · LEDGER

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster

As of 9 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 6 inbound Pith citation observations for arXiv:2505.18642.

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

pith.paper-citation-record.v1
2505.18642 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:32:34.342638Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:13:37.810334Z

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

38 of 38 outbound references displayed

verified exact4
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 6d99eafc-6c8c-44e2-8c1a-0a68672eb086 · outbound

This paper cites Distilling Reasoning Ability from Large Language Models with Adaptive Thinking.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Distilling Reasoning Ability from Large Language Models with Adaptive Thinking

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:31.503098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e174d96-a622-4671-b835-5a5824b05088 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 2

Resolution: verified exact; doi, observed 2026-08-07T14:32:34.724426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d01ca7da-75aa-419f-800c-cb6e3fc01c68 · outbound

This paper cites Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:31.643348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dc65d92-8081-4e92-acb2-71449ba4d41b · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Training Verifiers to Solve Math Word Problems

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:31.717800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d02b20-c56a-4130-8431-2789940c381e · outbound

This paper cites From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:31.805993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5246b3fc-bbc6-44cb-9fc4-33fe1c71fd3e · outbound

This paper cites Implicit Chain of Thought Reasoning via Knowledge Distillation.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:31.908544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b883cf0f-9e8e-4b88-8de7-0421223d25bb · outbound

This paper cites The Llama 3 Herd of Models.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster The Llama 3 Herd of Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:31.984908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27ab3df6-aaa9-45ca-ac77-3db2d1225503 · outbound

This paper cites Study on the Large Batch Size Training of Neural Networks Based on the Second Order Gradient.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Study on the Large Batch Size Training of Neural Networks Based on the Second Order Gradient

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:32:34.886189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ede6edc7-7b29-41b9-8227-6a59ee9f94c2 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:32.144209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a505697-7948-4a32-933e-b00d2a86094f · outbound

This paper cites Think before you speak: Training Language Models With Pause Tokens.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Think before you speak: Training Language Models With Pause Tokens

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:32.230744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd1e36d7-70e2-4dda-a8e4-f9d5149e7380 · outbound

This paper cites Training Large Language Models to Reason in a Continuous Latent Space.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Training Large Language Models to Reason in a Continuous Latent Space

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:32.350794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb079afb-7239-466c-a1e7-7a26c74298e7 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:32.435023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5df18576-50b5-4414-abf9-f6104210ba18 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:32.548924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52f65f3d-c399-4d4b-831c-2ded076b7cb2 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:32.669252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53d320f2-3534-4f51-bd81-6a71a886d9b9 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:32.742397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1c58408-d82b-47b0-816c-6088de5b4e4e · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:35.608584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 307afb48-6d99-44f1-b2a5-75ff227f334f · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:35.435159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 672d769c-9c79-4fec-98cd-612ee9fefe8e · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:32.980107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27bb550c-5b77-43cc-82a9-6ea65d9376fc · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:33.044801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f2aafa4-3aa2-4c22-8346-d19f8bd74dc2 · outbound

This paper cites Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:33.106718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41393e79-4797-460e-9e6c-2126c43369e1 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-07T14:32:34.575129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8bfb1776-7273-40cf-a107-84bab7478474 · outbound

This paper cites Teaching Small Language Models to Reason.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Teaching Small Language Models to Reason

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:33.263968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d6b26e7-b3b5-45dd-a6ed-daeef7fe0e2f · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:33.367034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1ae57a8-44a1-4d30-a538-603394c46291 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:33.462368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 289b59a8-b5a3-4acd-9c4c-0ce5829e32ba · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:33.589676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ea62235-4267-456b-94f8-34b09d876634 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:33.666753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0eab5223-d4dd-483b-ba5f-ab988a715394 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-07T14:32:34.463223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f881ddcd-2956-437b-b2d8-1024ea47a6c7 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:33.789910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab553435-55ff-4ee2-9c69-259ebd20c697 · outbound

This paper cites Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:33.838327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27fd3f08-dd0d-48ff-9103-935f0696944e · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:33.878979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 781107d4-e822-4d69-86ad-a559f57f20e9 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:35.328236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4e6467aa-68ea-4545-9612-498d34d34c75 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.005045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d3374d9-f9ad-4d59-8c8a-8691c63aa5e3 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:35.277994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 52fcadf2-f589-42e5-bf27-c8f9d486b1f7 · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:35.183805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a3c0d7c2-2c54-46de-b531-9f5f9753b93d · outbound

This paper cites an unresolved cited work.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:35.058522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d6d1e800-8918-4325-9b43-ad8eeb96c8b2 · outbound

This paper cites PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.203188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29e66df1-1453-4a51-bd6d-7b450692136d · outbound

This paper cites online" 'onlinestring :=.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster online" 'onlinestring :=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.256637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d102e5ff-a891-4022-9c70-2f5091c7e05c · outbound

This paper cites write newline.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster write newline

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.342638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d0a7bef4-9d7f-4a31-ae40-eb5e419f8910 · inbound

AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes cites this paper.

AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T00:13:37.810334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a47abdb-7c81-4328-9ae7-6f72296d93fc · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:51:30.000222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 58bcff32-b9c2-4a4a-92fd-09f45af9bde2 · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:15:03.384390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8559c368-79af-44b5-9d67-77b885838708 · inbound

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces cites this paper.

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:31:21.381039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cafc8e93-8a31-4e4a-83b7-b5d0cd19a3a1 · inbound

Learning through Internalization cites this paper.

Learning through Internalization Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:39:31.035917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b0a8c6a0-2948-479a-8305-dde54ced0341 · inbound

Purified OPSD: On-Policy Self-Distillation Without Losing How to Think cites this paper.

Purified OPSD: On-Policy Self-Distillation Without Losing How to Think Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:58:21.079234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.