Paper Citation Record · LEDGER

Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2501.01478.

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

pith.paper-citation-record.v1
2501.01478 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T16:18:40.777676Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T04:07:30.508001Z

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 d70528af-733a-4c3f-b41a-9aa4121e462b · inbound

Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search cites this paper.

Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:07:30.515018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ac704221-d03e-4dad-b832-cde745c3475e · inbound

On Almost Surely Safe Alignment of Large Language Models at Inference-Time cites this paper.

On Almost Surely Safe Alignment of Large Language Models at Inference-Time Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-09T16:18:40.777676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2319ab1-9b02-4644-be05-7f3e4858c433 · inbound

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning cites this paper.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-05-23T02:42:26.364016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 218116cf-c61e-4fb7-a4af-d3ffff13e233 · inbound

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains cites this paper.

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:07:56.795252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6a4c5a46-318a-46b7-b102-08b4c8236c83 · inbound

TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search Relevance cites this paper.

TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search Relevance Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T10:53:08.542610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d112cfe-7240-4bba-8276-a021b17a72c6 · inbound

Efficient Reasoning on the Edge cites this paper.

Efficient Reasoning on the Edge Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search

Reference 73

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 1a44368c-2632-4ea3-9ac4-f0f4bd86b74e · inbound

Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding cites this paper.

Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T14:16:06.245387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 082160ae-529d-4a88-befb-decc08150de8 · inbound

Process Supervision of Confidence Margin for Calibrated LLM Reasoning cites this paper.

Process Supervision of Confidence Margin for Calibrated LLM Reasoning Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:41:12.130965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.