Paper Citation Record · LEDGER

Learning Adaptive Parallel Reasoning with Language Models

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2504.15466.

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

pith.paper-citation-record.v1
2504.15466 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:40:10.420547Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T06:29:38.199469Z

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 778072e3-ba3b-4f34-ae77-2515f68236b8 · inbound

VeriThinker: Learning to Verify Makes Reasoning Model Efficient cites this paper.

VeriThinker: Learning to Verify Makes Reasoning Model Efficient Learning Adaptive Parallel Reasoning with Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T14:42:13.809795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2a83943-0b4d-4d82-8199-f60b67b5ea85 · inbound

Scaling over Scaling: Exploring Test-Time Scaling Plateau in Large Reasoning Models cites this paper.

Scaling over Scaling: Exploring Test-Time Scaling Plateau in Large Reasoning Models Learning Adaptive Parallel Reasoning with Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T13:58:36.389503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa751dfe-6a10-4d89-a3c1-a93ec7d09798 · inbound

Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning cites this paper.

Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning Learning Adaptive Parallel Reasoning with Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:38.172948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 087a7916-5195-44d3-b404-6393ec5f32f2 · 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 Learning Adaptive Parallel Reasoning with Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T20:43:10.612245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e237c6bd-3754-4f22-8b47-4d34479a2bfe · inbound

Adaptive Termination for Multi-round Parallel Reasoning: An Universal Semantic Entropy-Guided Framework cites this paper.

Adaptive Termination for Multi-round Parallel Reasoning: An Universal Semantic Entropy-Guided Framework Learning Adaptive Parallel Reasoning with Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T18:59:42.167307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9001b59-ee10-413b-ac5c-d623503dfb07 · inbound

ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute cites this paper.

ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute Learning Adaptive Parallel Reasoning with Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T13:52:05.548609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fc2d1c6-c9bc-49c0-ace7-5ab8591c63f1 · inbound

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning cites this paper.

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning Learning Adaptive Parallel Reasoning with Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T21:28:49.523071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69bf5826-4b97-4793-b273-3b5805e18be1 · inbound

Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts cites this paper.

Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts Learning Adaptive Parallel Reasoning with Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:42:38.729068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 44b50064-72a4-4f0f-8d65-5a3587cc2fbc · inbound

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning cites this paper.

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning Learning Adaptive Parallel Reasoning with Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-17T01:13:47.963496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2bb5e1b6-5395-473f-8513-d23079c4eccd · inbound

Efficient Reasoning on the Edge cites this paper.

Efficient Reasoning on the Edge Learning Adaptive Parallel Reasoning with Language Models

Reference 68

Resolution: unresolved; no resolver link, observed 2026-07-13T23:28:12.790404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee5b8261-6083-4f0b-8ae6-e4ba82392999 · inbound

Test-time Scaling over Perception: Resolving the Grounding Paradox in Thinking with Images cites this paper.

Test-time Scaling over Perception: Resolving the Grounding Paradox in Thinking with Images Learning Adaptive Parallel Reasoning with Language Models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:26:01.511887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 24243ed3-71e0-458c-b697-36d0eb666a2c · inbound

Test-time Scaling over Perception: Resolving the Grounding Paradox in Thinking with Images cites this paper.

Test-time Scaling over Perception: Resolving the Grounding Paradox in Thinking with Images Learning Adaptive Parallel Reasoning with Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T05:31:43.163303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6ce8bac-a13f-4632-9f2d-16f6d604241c · inbound

Regulating Branch Parallelism in LLM Serving cites this paper.

Regulating Branch Parallelism in LLM Serving Learning Adaptive Parallel Reasoning with Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:50:58.356445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f2cfce90-932c-4a10-b0c4-b9e8114656d6 · inbound

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning cites this paper.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Learning Adaptive Parallel Reasoning with Language Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.398701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e4b88ca3-5565-46ed-a1c1-f3b1252cc84e · inbound

Sakana Fugu Technical Report cites this paper.

Sakana Fugu Technical Report Learning Adaptive Parallel Reasoning with Language Models

Reference 264

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T06:29:38.201139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 49661fef-232b-4b40-acd3-822c432c5054 · inbound

ParVL: Parallel Scaling and Expandable Compute Allocation for Multimodal LLMs cites this paper.

ParVL: Parallel Scaling and Expandable Compute Allocation for Multimodal LLMs Learning Adaptive Parallel Reasoning with Language Models

Reference 117

Resolution: unresolved; no resolver link, observed 2026-08-05T04:16:08.562607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2866dac1-beb5-42c4-8b34-fb80d8951f81 · inbound

Hidden Language Consistency Phenomena in Reasoning LLMs cites this paper.

Hidden Language Consistency Phenomena in Reasoning LLMs Learning Adaptive Parallel Reasoning with Language Models

Reference 286

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:10.420547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.