Paper Citation Record · LEDGER

ReFT: Reasoning with Reinforced Fine-Tuning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 43 inbound Pith citation observations for arXiv:2401.08967.

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

pith.paper-citation-record.v1
2401.08967 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 43 of 43 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 43 of 43 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T10:25:13.011848Z

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

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2b60958c-1ddf-4199-a784-b73d877bbe4e · inbound

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs cites this paper.

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs ReFT: Reasoning with Reinforced Fine-Tuning

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T12:36:50.152506Z

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 1c805dae-c164-4439-9298-0f08e61d317c · inbound

Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance cites this paper.

Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance ReFT: Reasoning with Reinforced Fine-Tuning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T10:25:13.011848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3565846-792b-4bbf-8a49-6bc802995dec · inbound

R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization cites this paper.

R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization ReFT: Reasoning with Reinforced Fine-Tuning

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T15:04:22.859163Z

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 b43b2d88-3886-4512-aada-45ba6ff87023 · inbound

A Survey of Scaling in Large Language Model Reasoning cites this paper.

A Survey of Scaling in Large Language Model Reasoning ReFT: Reasoning with Reinforced Fine-Tuning

Reference 128

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:22:09.255716Z

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 8c0a4906-8f08-492a-a834-58cccecf0722 · inbound

ReTool: Reinforcement Learning for Strategic Tool Use in LLMs cites this paper.

ReTool: Reinforcement Learning for Strategic Tool Use in LLMs ReFT: Reasoning with Reinforced Fine-Tuning

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T18:42:39.072862Z

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 f422ba67-dcdb-42d1-abdb-77fbde5d2ca9 · inbound

The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning cites this paper.

The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning ReFT: Reasoning with Reinforced Fine-Tuning

Reference 48

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T15:58:33.423958Z

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 b77e8eb1-cffd-4a6e-8c4c-dc90b07f2190 · inbound

Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence cites this paper.

Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence ReFT: Reasoning with Reinforced Fine-Tuning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:38:07.369948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d478c978-2271-4eef-acb5-47450fea440c · inbound

ManiTaskGen: A Comprehensive Task Generator for Benchmarking and Improving Vision-Language Agents on Embodied Decision-Making cites this paper.

ManiTaskGen: A Comprehensive Task Generator for Benchmarking and Improving Vision-Language Agents on Embodied Decision-Making ReFT: Reasoning with Reinforced Fine-Tuning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T13:53:59.379335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77f82f1d-90bb-424d-ad69-2b7662b4c4cf · inbound

Training LLMs for EHR-Based Reasoning Tasks via Reinforcement Learning cites this paper.

Training LLMs for EHR-Based Reasoning Tasks via Reinforcement Learning ReFT: Reasoning with Reinforced Fine-Tuning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:09.774303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59a5836c-04db-4516-af7a-2d9bb671b982 · inbound

Whispers of Many Shores: Cultural Alignment through Collaborative Cultural Expertise cites this paper.

Whispers of Many Shores: Cultural Alignment through Collaborative Cultural Expertise ReFT: Reasoning with Reinforced Fine-Tuning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:21.337851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2cb4f65-b5b7-41c3-ab44-f1004e6de99a · inbound

Progressive Mastery: Customized Curriculum Learning with Guided Prompting for Mathematical Reasoning cites this paper.

Progressive Mastery: Customized Curriculum Learning with Guided Prompting for Mathematical Reasoning ReFT: Reasoning with Reinforced Fine-Tuning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:07.790412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f1138a9-c49d-4495-b9d6-6c8355ea4e03 · inbound

AI Agent Behavioral Science cites this paper.

AI Agent Behavioral Science ReFT: Reasoning with Reinforced Fine-Tuning

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-07T11:00:53.750838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc871d76-c04e-4477-881b-39ea09382062 · inbound

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models cites this paper.

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models ReFT: Reasoning with Reinforced Fine-Tuning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:24:24.701431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1ee18de-6c4a-4f6f-8ec9-ad19fbc7fa63 · inbound

SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning cites this paper.

SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning ReFT: Reasoning with Reinforced Fine-Tuning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:24.171772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28faa975-416c-4b4a-abf9-c8e60afd8a80 · inbound

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset cites this paper.

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset ReFT: Reasoning with Reinforced Fine-Tuning

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-06T20:15:52.887684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 216caaee-f178-4204-b854-b162cec63e98 · inbound

Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training cites this paper.

Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training ReFT: Reasoning with Reinforced Fine-Tuning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T19:31:27.373655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f67dfa6e-fe8d-43cf-80b9-d1ddee10220c · inbound

One Token to Fool LLM-as-a-Judge cites this paper.

One Token to Fool LLM-as-a-Judge ReFT: Reasoning with Reinforced Fine-Tuning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T18:15:37.905420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60eaf0db-3db8-40e8-92d3-e5fe0f7f32dc · inbound

Beyond Isolated Capabilities: Bridging Long CoT Reasoning and Long-Context Understanding cites this paper.

Beyond Isolated Capabilities: Bridging Long CoT Reasoning and Long-Context Understanding ReFT: Reasoning with Reinforced Fine-Tuning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:51.182259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85fb2d14-dd27-47b3-8cea-2c384eabee1f · inbound

Seed LiveInterpret 2.0: End-to-end Simultaneous Speech-to-speech Translation with Your Voice cites this paper.

Seed LiveInterpret 2.0: End-to-end Simultaneous Speech-to-speech Translation with Your Voice ReFT: Reasoning with Reinforced Fine-Tuning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T14:52:43.034343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03bae2fa-c3cb-4423-8c12-78049f450a13 · inbound

AdsQA: Towards Advertisement Video Understanding cites this paper.

AdsQA: Towards Advertisement Video Understanding ReFT: Reasoning with Reinforced Fine-Tuning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T20:20:36.819153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8318f854-3f94-46a9-8799-50700ba725a1 · inbound

Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards cites this paper.

Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards ReFT: Reasoning with Reinforced Fine-Tuning

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:26:28.273192Z

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 011d2cef-7b5a-473a-aeec-aab241eaa0a9 · inbound

VIDEOP2R: Video Understanding from Perception to Reasoning cites this paper.

VIDEOP2R: Video Understanding from Perception to Reasoning ReFT: Reasoning with Reinforced Fine-Tuning

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T22:25:22.566198Z

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 393c61a2-8e87-45aa-b99a-acdb263710d5 · inbound

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning cites this paper.

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning ReFT: Reasoning with Reinforced Fine-Tuning

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T13:20:57.551310Z

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 134200e4-b179-45bb-83fb-61d63dfb2635 · inbound

rePIRL: Learn PRM with Inverse RL for LLM Reasoning cites this paper.

rePIRL: Learn PRM with Inverse RL for LLM Reasoning ReFT: Reasoning with Reinforced Fine-Tuning

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:14:11.036161Z

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 60924a86-6c78-4322-9b77-3f5f1ec98ea8 · inbound

rePIRL: Learn PRM with Inverse RL for LLM Reasoning cites this paper.

rePIRL: Learn PRM with Inverse RL for LLM Reasoning ReFT: Reasoning with Reinforced Fine-Tuning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T03:33:43.836467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3931b483-e967-4b6c-b3d4-ad9276220cd8 · inbound

Towards Sparse Video Understanding and Reasoning cites this paper.

Towards Sparse Video Understanding and Reasoning ReFT: Reasoning with Reinforced Fine-Tuning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T23:33:12.426070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b20dc4d0-0773-412b-891f-83cb66077905 · inbound

PARM: Pipeline-Adapted Reward Model cites this paper.

PARM: Pipeline-Adapted Reward Model ReFT: Reasoning with Reinforced Fine-Tuning

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T09:28:39.504938Z

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 e6d25f51-1e15-4dbf-b6f7-2d39a11ab1ef · inbound

Navigating the Clutter: Waypoint-Based Bi-Level Planning for Multi-Robot Systems cites this paper.

Navigating the Clutter: Waypoint-Based Bi-Level Planning for Multi-Robot Systems ReFT: Reasoning with Reinforced Fine-Tuning

Reference 49

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T14:06:05.471421Z

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 604eab8c-9026-409f-8c93-f7b546795d20 · inbound

Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key cites this paper.

Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key ReFT: Reasoning with Reinforced Fine-Tuning

Reference 83

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:21:08.248562Z

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 39b51824-bed8-48e7-b49f-e7b227ea4e8d · inbound

Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key cites this paper.

Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key ReFT: Reasoning with Reinforced Fine-Tuning

Reference 87

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T03:21:19.207104Z

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 97a3e1c7-6394-4eab-bafe-90c433301b34 · inbound

Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key cites this paper.

Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key ReFT: Reasoning with Reinforced Fine-Tuning

Reference 87

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T22:39:10.435844Z

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 a5398c4e-c9e3-44eb-9592-713551c87f45 · inbound

OracleTSC: Oracle-Informed Reward Hurdle and Uncertainty Regularization for Traffic Signal Control cites this paper.

OracleTSC: Oracle-Informed Reward Hurdle and Uncertainty Regularization for Traffic Signal Control ReFT: Reasoning with Reinforced Fine-Tuning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:36:26.957307Z

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 9b569002-79a6-411e-82d6-f71c6a131152 · inbound

Reinforcing Multimodal Reasoning Against Visual Degradation cites this paper.

Reinforcing Multimodal Reasoning Against Visual Degradation ReFT: Reasoning with Reinforced Fine-Tuning

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:06:25.307181Z

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 12f10086-267a-46f8-b0c7-659981a5e0d8 · inbound

PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media cites this paper.

PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media ReFT: Reasoning with Reinforced Fine-Tuning

Reference 88

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T14:08:20.469682Z

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 225262dd-f8f8-4b10-9332-b4e643357c8a · inbound

Hide to Guide: Learning via Semantic Masking cites this paper.

Hide to Guide: Learning via Semantic Masking ReFT: Reasoning with Reinforced Fine-Tuning

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T12:34:39.110322Z

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 52332038-93eb-4e0f-ad74-121870f0626d · inbound

Sakana Fugu Technical Report cites this paper.

Sakana Fugu Technical Report ReFT: Reasoning with Reinforced Fine-Tuning

Reference 290

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T06:29:38.287103Z

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 fe614fb8-4ffc-4679-b762-05bf33793149 · inbound

Improving Reasoning in Vision-Language Models via Perception Verified Self-Training cites this paper.

Improving Reasoning in Vision-Language Models via Perception Verified Self-Training ReFT: Reasoning with Reinforced Fine-Tuning

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:09:40.781225Z

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 195b7c74-96db-4177-97df-00a66ee514ca · inbound

Improving Reasoning in Vision-Language Models via Perception Verified Self-Training cites this paper.

Improving Reasoning in Vision-Language Models via Perception Verified Self-Training ReFT: Reasoning with Reinforced Fine-Tuning

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:35:39.633672Z

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 a521c81a-e063-4479-9afa-ae5901e356de · inbound

SCOPE and SCION: A Benchmark and an Auditable Reference Pipeline for Schema Induction and Fusion from Text cites this paper.

SCOPE and SCION: A Benchmark and an Auditable Reference Pipeline for Schema Induction and Fusion from Text ReFT: Reasoning with Reinforced Fine-Tuning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T13:36:56.480861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44030fd9-7c7c-4891-a80e-b818b9ea07ef · inbound

LeAct: Learning to Reason from Expert Actions cites this paper.

LeAct: Learning to Reason from Expert Actions ReFT: Reasoning with Reinforced Fine-Tuning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T06:32:20.959706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfcfd0d3-334c-4196-9e74-1351f190d653 · inbound

MAGA: Multi-Platform Self-Fusion of GUI Agents via Structured Action Distillation cites this paper.

MAGA: Multi-Platform Self-Fusion of GUI Agents via Structured Action Distillation ReFT: Reasoning with Reinforced Fine-Tuning

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-03T09:20:19.366216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f2b05e2-0da4-4382-99b5-a5ede3c9c0dd · inbound

Self-Improving Large Language Models via Progressive Experience Evolution cites this paper.

Self-Improving Large Language Models via Progressive Experience Evolution ReFT: Reasoning with Reinforced Fine-Tuning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T13:51:11.941692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd8b029b-c614-420d-963a-c6901beb1782 · inbound

Self-Improving Large Language Models via Progressive Experience Evolution cites this paper.

Self-Improving Large Language Models via Progressive Experience Evolution ReFT: Reasoning with Reinforced Fine-Tuning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:14:52.493528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.