Paper Citation Record · LEDGER

One-shot Entropy Minimization

As of 17 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 16 inbound Pith citation observations for arXiv:2505.20282.

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

pith.paper-citation-record.v1
2505.20282 v4

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:00:04.018651Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:21:08.371047Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:09:43.563954Z

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy5
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c684cd86-0491-4eb8-95fb-bb4a6ab2d7f6 · outbound

This paper cites The unreasonable effectiveness of entropy minimization in llm reasoning, 2025.

One-shot Entropy Minimization The unreasonable effectiveness of entropy minimization in llm reasoning, 2025

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:00.965336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4a3f193-0cf9-4bdc-ba4e-988585ab6de8 · outbound

This paper cites Program synthesis with large language models, 2021.

One-shot Entropy Minimization Program synthesis with large language models, 2021

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:00.986064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a95a396f-dea4-4c46-8a22-0230835b0dfd · outbound

This paper cites Michaud, Jacob Pfau, Dmitrii Krasheninnikov, Xin Chen, Lauro Langosco, Peter Hase, Erdem Bıyık, Anca Dragan, David Krueger, Dorsa Sadigh, and Dylan Hadfield-Menell.

One-shot Entropy Minimization Michaud, Jacob Pfau, Dmitrii Krasheninnikov, Xin Chen, Lauro Langosco, Peter Hase, Erdem Bıyık, Anca Dragan, David Krueger, Dorsa Sadigh, and Dylan Hadfield-Menell

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:00:05.839135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3a07bc81-2a6e-4ab0-a5c0-8198cdafe87c · outbound

This paper cites Process reinforcement through implicit rewards, 2025.

One-shot Entropy Minimization Process reinforcement through implicit rewards, 2025

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:01.102138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42dda982-470f-4c9b-bf9d-4992cc052fbe · outbound

This paper cites an unresolved cited work.

One-shot Entropy Minimization Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:00:05.556666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b8dc0b44-98dc-4fbe-9f3a-6c8f2bb0741b · outbound

This paper cites Interpretable contrastive monte carlo tree search reasoning, 2024.

One-shot Entropy Minimization Interpretable contrastive monte carlo tree search reasoning, 2024

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:01.245249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e67606fe-d368-43d6-818f-14ece745f27c · outbound

This paper cites Mixed preference optimization: Reinforcement learning with data selection and better reference model, 2025.

One-shot Entropy Minimization Mixed preference optimization: Reinforcement learning with data selection and better reference model, 2025

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:00:05.254551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6fec6666-3639-4126-b301-2700ec07e3c8 · outbound

This paper cites Accelerate: Training and inference at scale made simple, efficient and adaptable.

One-shot Entropy Minimization Accelerate: Training and inference at scale made simple, efficient and adaptable

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:01.363469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9766c71c-6604-4d11-b589-0736c0a59b0d · outbound

This paper cites Olympiadbench: A challenging benchmark for promoting agi with olympiad-level bilingual multimodal scientific problems, 2024.

One-shot Entropy Minimization Olympiadbench: A challenging benchmark for promoting agi with olympiad-level bilingual multimodal scientific problems, 2024

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:01.426637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b922226-020b-40e3-9e93-c9e6b7e53bb6 · outbound

This paper cites Reinforce++: A simple and efficient approach for aligning large language models, 2025.

One-shot Entropy Minimization Reinforce++: A simple and efficient approach for aligning large language models, 2025

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:01.545993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b765e25c-b272-4d62-9c67-623b504bcdb9 · outbound

This paper cites Open-reasoner-zero: An open source approach to scaling up reinforcement learning on the base model, 2025.

One-shot Entropy Minimization Open-reasoner-zero: An open source approach to scaling up reinforcement learning on the base model, 2025

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:01.668419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b39f15ba-6895-4345-9b8d-2d6431c914e6 · outbound

This paper cites Solving quantitative reasoning problems with language models, 2022.

One-shot Entropy Minimization Solving quantitative reasoning problems with language models, 2022

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:01.772374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f8531b7-91ad-4f83-b3c8-f6b0ee3fd4d2 · outbound

This paper cites Numinamath.

One-shot Entropy Minimization Numinamath

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:01.861831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2137447-de90-4943-8098-d810c46ec7d6 · outbound

This paper cites Let's Verify Step by Step.

One-shot Entropy Minimization Let's Verify Step by Step

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:01.988637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63073ceb-54a4-4927-a2a8-6e3ba697d05e · outbound

This paper cites Understanding r1-zero-like training: A critical perspective, 2025.

One-shot Entropy Minimization Understanding r1-zero-like training: A critical perspective, 2025

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:02.104088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0f32483-2e78-480e-a2f4-719cada52967 · outbound

This paper cites Introducing openai o1.

One-shot Entropy Minimization Introducing openai o1

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:02.257146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b58c0e40-63af-46ee-b959-f8d146d415fd · outbound

This paper cites Introducing openai o3 and o4-mini, April 2025.

One-shot Entropy Minimization Introducing openai o3 and o4-mini, April 2025

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:00:04.958398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d6b42aab-48a4-4a57-be82-b52df24a7b10 · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

One-shot Entropy Minimization Direct preference optimization: Your language model is secretly a reward model

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:02.516302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99dc841e-745d-43eb-acbc-cfe6b83a565e · outbound

This paper cites Lee, and Sanjeev Arora.

One-shot Entropy Minimization Lee, and Sanjeev Arora

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:02.670448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a49c8fb-eee5-461b-8ace-0d3b6a0d57ff · outbound

This paper cites Proximal policy optimization algorithms, 2017.

One-shot Entropy Minimization Proximal policy optimization algorithms, 2017

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:02.783413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 380c4873-a384-4d53-9d23-33dd185fb90b · outbound

This paper cites an unresolved cited work.

One-shot Entropy Minimization Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:02.976908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50cb3015-10f7-4dde-984a-962aa8ba4b5a · outbound

This paper cites an unresolved cited work.

One-shot Entropy Minimization Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:03.163516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cbfd56f-65c5-4494-90dc-7a97648f838f · outbound

This paper cites Reinforcement learning for reasoning in large language models with one training example, 2025.

One-shot Entropy Minimization Reinforcement learning for reasoning in large language models with one training example, 2025

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:03.293586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27853730-a5ce-4d70-8821-b5b49ea5b3d4 · outbound

This paper cites On memorization of large language models in logical reasoning.

One-shot Entropy Minimization On memorization of large language models in logical reasoning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:00:04.618222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3956a355-01cf-4690-a333-cc63d9648b98 · outbound

This paper cites Logic-rl: Unleashing llm reasoning with rule-based reinforcement learning, 2025.

One-shot Entropy Minimization Logic-rl: Unleashing llm reasoning with rule-based reinforcement learning, 2025

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:03.557524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07c8ef16-87cf-44af-9b98-0391ea31b4c0 · outbound

This paper cites Towards large reasoning models: A survey of reinforced reasoning with large language models, 2025.

One-shot Entropy Minimization Towards large reasoning models: A survey of reinforced reasoning with large language models, 2025

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:03.743721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6dc3434-764f-4e1c-a924-052e782cbb49 · outbound

This paper cites Redstar: Does scaling long-cot data unlock better slow-reasoning systems?, 2025.

One-shot Entropy Minimization Redstar: Does scaling long-cot data unlock better slow-reasoning systems?, 2025

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:03.880396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6f37e15-a6d9-4694-9d98-8a9b0357e692 · outbound

This paper cites Simplerl-zoo: Investigating and taming zero reinforcement learning for open base models in the wild, 2025.

One-shot Entropy Minimization Simplerl-zoo: Investigating and taming zero reinforcement learning for open base models in the wild, 2025

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:00:04.302387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 4c754fc7-8981-4231-aa49-bfa42e2afe9a · inbound

No Free Lunch: Rethinking Internal Feedback for LLM Reasoning cites this paper.

No Free Lunch: Rethinking Internal Feedback for LLM Reasoning One-shot Entropy Minimization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T23:35:23.466690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 881e88db-a251-40ce-9704-853b60289a18 · inbound

THIRDEYE: Cue-Aware Monocular Depth Estimation via Brain-Inspired Multi-Stage Fusion cites this paper.

THIRDEYE: Cue-Aware Monocular Depth Estimation via Brain-Inspired Multi-Stage Fusion One-shot Entropy Minimization

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T22:45:11.016827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48ee6a67-a6b9-4c1a-802f-d87700e28cc0 · inbound

Revisiting LLM Reasoning via Information Bottleneck cites this paper.

Revisiting LLM Reasoning via Information Bottleneck One-shot Entropy Minimization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T18:21:08.371047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43d43ab2-3aa5-49da-8317-3a3b660ecc44 · inbound

EDGE-GRPO: Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity cites this paper.

EDGE-GRPO: Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity One-shot Entropy Minimization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T12:26:11.136900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72352bc2-0201-46b3-9b37-71dd8e686483 · inbound

Know When to Explore: Difficulty-Aware Certainty as a Guide for LLM Reinforcement Learning cites this paper.

Know When to Explore: Difficulty-Aware Certainty as a Guide for LLM Reinforcement Learning One-shot Entropy Minimization

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T14:23:53.913129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 596ef3ac-f757-494c-88ad-d727917f3bec · inbound

Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents cites this paper.

Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents One-shot Entropy Minimization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T19:28:56.841114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7bad3a1-dcca-4979-b003-a142e7a21adb · inbound

Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision cites this paper.

Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision One-shot Entropy Minimization

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-18T15:46:34.108283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a46c5b96-f8c7-43b3-9750-91915ed0bcb5 · inbound

Relationship-Centered Care: Relatedness and Responsible Design for Human Connections in Mental-Health Care cites this paper.

Relationship-Centered Care: Relatedness and Responsible Design for Human Connections in Mental-Health Care One-shot Entropy Minimization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T20:22:12.729190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc6f50a1-32fc-443c-b4c0-78c4f578d803 · inbound

Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via Sequence-Level Likelihood cites this paper.

Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via Sequence-Level Likelihood One-shot Entropy Minimization

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T10:41:04.634441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 17991fc5-8074-4b24-a417-d2f1b8ae79ab · inbound

HEALing Entropy Collapse: Enhancing Exploration in Few-Shot RLVR via Hybrid-Domain Entropy Dynamics Alignment cites this paper.

HEALing Entropy Collapse: Enhancing Exploration in Few-Shot RLVR via Hybrid-Domain Entropy Dynamics Alignment One-shot Entropy Minimization

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:25:55.218273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 57adcbe9-771a-4d1f-8176-6e58f1eeb267 · inbound

SELF-EMO: Emotional Self-Evolution from Recognition to Consistent Expression cites this paper.

SELF-EMO: Emotional Self-Evolution from Recognition to Consistent Expression One-shot Entropy Minimization

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:09:08.620767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 491ffeb3-5399-4d0a-bdba-ec7b8e9fc6ed · inbound

TEMPO: Scaling Test-time Training for Large Reasoning Models cites this paper.

TEMPO: Scaling Test-time Training for Large Reasoning Models One-shot Entropy Minimization

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:51:07.240388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9f6b2ece-7564-4e72-b83b-32db22f1f6b5 · inbound

Experience Sharing in Mutual Reinforcement Learning for Heterogeneous Language Models cites this paper.

Experience Sharing in Mutual Reinforcement Learning for Heterogeneous Language Models One-shot Entropy Minimization

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:00:55.342799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 51ef5662-03e5-464b-941a-6202a389d6f2 · inbound

Rethinking Entropy Minimization in Test-Time Adaptation for Autoregressive Models cites this paper.

Rethinking Entropy Minimization in Test-Time Adaptation for Autoregressive Models One-shot Entropy Minimization

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:41:24.673769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 435b3f76-3273-44d9-9e93-76bbb75d8a1d · inbound

Trust Region On-Policy Distillation cites this paper.

Trust Region On-Policy Distillation One-shot Entropy Minimization

Reference 240

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:56:13.355560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2b142ae2-05d1-4a9e-bfb1-53ef1010a7c4 · inbound

What are Key Factors for Updates in RL for LLM Reasoning? cites this paper.

What are Key Factors for Updates in RL for LLM Reasoning? One-shot Entropy Minimization

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-04T09:09:43.565648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.