Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T20:51:16.762207Z
Paper Citation Record · LEDGER
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning
As of 10 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2502.10428.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:11:10.156882Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T12:11:18.363214Z
Reference resolution
24 of 24 outbound references displayed
- verified exact1
- verified fuzzy4
- unresolved19
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 52325f61-6b07-42df-8912-b1f22415cfd5 · outbound
This paper cites o3-mini vs DeepSeek-R1: Which One is Safer?.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning o3-mini vs DeepSeek-R1: Which One is Safer?
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.645715Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a909347b-f972-4a1a-bee5-74545b410dc1 · outbound
This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.651657Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e90382b5-62e7-4c15-99b6-fec47dfedd4a · outbound
This paper cites A., Wei, L., & Min, Z.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning A., Wei, L., & Min, Z
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T20:51:17.191408Z
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 1e0fc863-b17b-47c4-91de-64479164cb85 · outbound
This paper cites DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.662176Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78fa3c1a-2854-44f5-8023-ac7dcb6349dc · outbound
This paper cites an unresolved cited work.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T20:51:17.177182Z
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 614d5681-dd18-48c9-98fb-3f8b41cf299b · outbound
This paper cites an unresolved cited work.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T20:51:17.161572Z
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 819766d0-eca4-4fd3-afbc-613cf998e259 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.677982Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9e87381-d63c-49e1-ba34-32b38573dfa0 · outbound
This paper cites O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.684149Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09901895-e362-4a53-adb2-f87bde17d455 · outbound
This paper cites The Impact of Reasoning Step Length on Large Language Models.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning The Impact of Reasoning Step Length on Large Language Models
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.689289Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eac93bd3-f963-4310-b4d0-aa802cee5043 · outbound
This paper cites From Text to Transformation: A Comprehensive Review of Large Language Models' Versatility.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning From Text to Transformation: A Comprehensive Review of Large Language Models' Versatility
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.694164Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd3429f9-6834-4b93-913e-64b7af79724d · outbound
This paper cites an unresolved cited work.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T20:51:17.146690Z
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 8a4d84b1-6ebc-47ae-a3ab-c1d61ba3ffd5 · outbound
This paper cites DeepSeek-V3 Technical Report.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning DeepSeek-V3 Technical Report
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.703659Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 801a8e4a-6c99-4588-8691-3f32e92852e4 · outbound
This paper cites From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-08-08T20:51:16.946351Z
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 baacc1a6-b538-4d4e-bf01-7025b4327245 · outbound
This paper cites Dense Training, Sparse Inference: Rethinking Training of Mixture-of-Experts Language Models.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning Dense Training, Sparse Inference: Rethinking Training of Mixture-of-Experts Language Models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.713812Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88419304-34b7-489b-87a3-160a07a81e7b · outbound
This paper cites O1 Replication Journey: A Strategic Progress Report -- Part 1.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning O1 Replication Journey: A Strategic Progress Report -- Part 1
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.718723Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfd7b731-b72e-404a-a963-608ae9401928 · outbound
This paper cites Proximal Policy Optimization Algorithms.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning Proximal Policy Optimization Algorithms
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.723524Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab3b9865-f793-420b-a33f-bdec0ab43654 · outbound
This paper cites O'Reilly Media, Inc.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning O'Reilly Media, Inc
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T20:51:17.131482Z
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 def600f0-fbbc-4a95-960e-4895c1e2ea77 · outbound
This paper cites an unresolved cited work.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T20:51:17.117450Z
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 4ebbec77-dca5-483c-8baa-e6aff6e227b3 · outbound
This paper cites an unresolved cited work.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T20:51:17.102903Z
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 e10b5fca-7a3b-407c-916c-99e5a0e88c2d · outbound
This paper cites DRT: Deep Reasoning Translation via Long Chain-of-Thought.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning DRT: Deep Reasoning Translation via Long Chain-of-Thought
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.742154Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c65f57ca-726d-4ff7-a7d4-344c2aa75139 · outbound
This paper cites & Zhou, D.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning & Zhou, D
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T20:51:17.087664Z
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 a94e1cca-6cea-46b3-bd8e-c45649e4fd76 · outbound
This paper cites OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.752470Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9408870e-93ef-45d2-9b2d-252ba22e9ed6 · outbound
This paper cites & Yin, L.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning & Yin, L
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T20:51:17.073082Z
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 0d1e2055-0428-4a0c-b198-d63dceb7e519 · outbound
This paper cites & Liu, T.
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning & Liu, T
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T20:51:16.762207Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation ecad3f9b-6d8c-4f23-b9f3-98f63d458747 · inbound
Evaluation of LLMs for mathematical problem solving cites this paper.
Evaluation of LLMs for mathematical problem solving Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning
Reference 99
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T12:11:18.461725Z
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.