Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2502.13842.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:43:11.853423Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T00:17:29.491839Z
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 a2151714-6eec-417d-bb18-553bdf1e157d · inbound
Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models cites this paper.
Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
Reference 112
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T08:40:41.930177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation aa5dde9b-2d16-4b8e-89e6-1bf1a11087e6 · 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 Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T01:29:57.078429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 48fefaeb-12ac-4066-8bc2-c68ae83f8a61 · inbound
A Survey of Scaling in Large Language Model Reasoning cites this paper.
A Survey of Scaling in Large Language Model Reasoning Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T21:22:09.171274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0594972e-5cc6-4ebe-8925-f9bf4810b1d7 · 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 Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:43:11.853423Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32bceb12-cd5d-4a01-b1ae-e9b06aed766f · inbound
Skip a Layer or Loop it? Test-Time Depth Adaptation of Pretrained LLMs cites this paper.
Skip a Layer or Loop it? Test-Time Depth Adaptation of Pretrained LLMs Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:33:18.824715Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1552e70d-c51e-4537-a3ee-842035c771b7 · inbound
Scaling Latent Reasoning via Looped Language Models cites this paper.
Scaling Latent Reasoning via Looped Language Models Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T07:43:11.687444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7a8830d9-3915-404d-996f-99e18493ca84 · inbound
Scaling Latent Reasoning via Looped Language Models cites this paper.
Scaling Latent Reasoning via Looped Language Models Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T07:31:29.517993Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 154661d1-9781-4bc9-b6b6-6c44c4944fa3 · inbound
From Words to Amino Acids: Does the Curse of Depth Persist? cites this paper.
From Words to Amino Acids: Does the Curse of Depth Persist? Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T19:16:30.923468Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0123f0cd-7e5a-4350-bb9d-c614d5a0cb6f · inbound
LA-Sign: Looped Transformers with Geometry-aware Alignment for Skeleton-based Sign Language Recognition cites this paper.
LA-Sign: Looped Transformers with Geometry-aware Alignment for Skeleton-based Sign Language Recognition Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-14T21:09:28.613610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d6bc8163-a254-4486-b85f-21fd188a35a1 · 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 Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
Reference 106
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T20:06:09.762628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9f2dc0d0-1f8f-447c-a57e-311fabbf0969 · inbound
Skip a Layer or Loop It? Learning Program-of-Layers in LLMs cites this paper.
Skip a Layer or Loop It? Learning Program-of-Layers in LLMs Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T12:36:57.367457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2a0ab4bf-1e4c-4cc7-89a2-1b73828991ee · inbound
Dropout-GRPO: Variational Stochasticity for Continuous Latent Reasoning cites this paper.
Dropout-GRPO: Variational Stochasticity for Continuous Latent Reasoning Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T00:17:29.493321Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e3c69a08-02c0-4bab-95de-747035237b85 · inbound
HALO: Hybrid Adaptive Latent Reasoning for Language Models cites this paper.
HALO: Hybrid Adaptive Latent Reasoning for Language Models Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T08:04:15.548790Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.