Paper Citation Record · LEDGER

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

As of 20 August 2026, this Paper Citation Record lists 87 of 87 outbound references and 54 inbound Pith citation observations for arXiv:2504.16891.

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

pith.paper-citation-record.v1
2504.16891 v1

Coverage vector

measured 87 of 87 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:58:59.385654Z

measured 141 of 141 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 54 of 54 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:13:19.664070Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

87 of 87 outbound references displayed

verified exact0
verified fuzzy35
unresolved52
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External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 58fcc31a-2804-42ad-a414-64e5c7976663 · outbound

This paper cites Critique-out-Loud Reward Models.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Critique-out-Loud Reward Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:58.959569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58174850-e552-40f3-8836-3aa2a36a2e8c · outbound

This paper cites Ntk-aware scaled rope allows llama models to have extended (8k+) context size without any fine-tuning and minimal perplexity degradation.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Ntk-aware scaled rope allows llama models to have extended (8k+) context size without any fine-tuning and minimal perplexity degradation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:58.966315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e4c1252-8703-4e09-8de5-8e1306b4c572 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:58.972156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ea340f-0f16-41e1-8fbf-9b2bc3e13228 · outbound

This paper cites Recurrent Drafter for Fast Speculative Decoding in Large Language Models.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:58.977065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d09ed362-7990-4a40-8c68-c323caa2a442 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Training Verifiers to Solve Math Word Problems

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:58.982653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 169f251e-3b47-4984-a00b-996eec3fb72d · outbound

This paper cites Humanity’s last exam, 2025.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Humanity’s last exam, 2025

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:58.988091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71350e7e-b823-4798-b87a-328c283d5252 · outbound

This paper cites Smith, Kevin Buzzard, Timo- thy Gowers, Peter J.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Smith, Kevin Buzzard, Timo- thy Gowers, Peter J

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:58.992860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbfed22f-c5ae-4aa6-95a0-72f7dd0d48af · outbound

This paper cites Efficient Tool Use with Chain-of-Abstraction Reasoning.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Efficient Tool Use with Chain-of-Abstraction Reasoning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:58.997555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efde54a7-0e1e-4a07-8104-77a5b434d213 · outbound

This paper cites Arcee’s MergeKit: A Toolkit for Merging Large Language Models, 2024.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Arcee’s MergeKit: A Toolkit for Merging Large Language Models, 2024

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.003275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3539ac9b-794b-4708-b6c7-20cbffa42c4f · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.008036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad6ce531-9cdf-4138-8e91-300d8f43a120 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Measuring Mathematical Problem Solving With the MATH Dataset

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.013046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c334021c-6661-4c5d-bfe6-ce6d982e83f8 · outbound

This paper cites OpenAI o1 System Card.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset OpenAI o1 System Card

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.017632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0018ebfe-f250-471f-b35a-639f4207b92a · outbound

This paper cites NuminaMath: The largest public dataset in AI4Maths with 860k pairs of competition math problems and solutions, 2024.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset NuminaMath: The largest public dataset in AI4Maths with 860k pairs of competition math problems and solutions, 2024

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.022560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbe2d7fe-7fbd-4967-9c30-d91f537e899e · outbound

This paper cites NuminaMath.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset NuminaMath

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.682559Z

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Observation 8f1ff404-6ca0-451a-b0be-ea32b7af48b7 · outbound

This paper cites ToRL: Scaling Tool-Integrated RL.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset ToRL: Scaling Tool-Integrated RL

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 532ffe96-5df5-4257-b0af-c7ec05199500 · outbound

This paper cites MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.036439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7550703d-1f53-4795-a6a0-d19958fea4e0 · outbound

This paper cites The chinese dataset distilled from deepseek-r1-671b.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset The chinese dataset distilled from deepseek-r1-671b

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.667812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f5a89788-d9c4-43d2-967a-b14b02ba36cc · outbound

This paper cites Decoupled Weight Decay Regularization.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Decoupled Weight Decay Regularization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.045467Z

Source-reported events for the cited work

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Observation 53663410-b957-48f5-8f47-a28e5c583212 · outbound

This paper cites Generative Reward Models.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Generative Reward Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.049987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d3ec66f-fcf9-4303-9688-51c46752bb16 · outbound

This paper cites Leveraging Online Olympiad-Level Math Problems for LLMs Training and Contamination-Resistant Evaluation.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Leveraging Online Olympiad-Level Math Problems for LLMs Training and Contamination-Resistant Evaluation

Reference 20

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Observation cfdb1f14-52fc-4121-8b0c-e0f332704ed9 · outbound

This paper cites s1: Simple test-time scaling.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset s1: Simple test-time scaling

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.059488Z

Source-reported events for the cited work

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Observation 02603a8c-68dc-45cd-a10c-56778f0a8254 · outbound

This paper cites NeMo-Skills.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset NeMo-Skills

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.641732Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9f4c1cd0-9273-44b0-b261-b8fdfe5c86cb · outbound

This paper cites TensorRT-LLM.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset TensorRT-LLM

Reference 23

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2b2948d7-596a-444a-ba22-08b1a63ddb38 · outbound

This paper cites TensorRT-LLM Best Practices.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset TensorRT-LLM Best Practices

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.608450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 884bf41c-bc6b-432a-9527-a1b4536c1a6c · outbound

This paper cites OpenR1 Math 220k, February.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset OpenR1 Math 220k, February

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.593212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c388f987-6daa-4b6b-93bd-8c7fdfe81763 · outbound

This paper cites NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment

Reference 26

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Observation 09b489f2-c0f3-4600-8300-a62162b634a3 · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.094781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2542e365-441f-4b4d-baa9-b80eef42d80a · outbound

This paper cites Dolphin r1.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Dolphin r1

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.562055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6e107691-eb29-435c-bd61-b61796118fea · outbound

This paper cites QwQ-32B: Embracing the Power of Reinforcement Learning, March 2025.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset QwQ-32B: Embracing the Power of Reinforcement Learning, March 2025

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.104808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a853f90-2e2c-48b9-a1f2-807814ffc4be · outbound

This paper cites OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruc- tion Data.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruc- tion Data

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.536733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 63115149-e1bc-4370-a6db-7d76bdfe6087 · outbound

This paper cites OpenMathInstruct-1: A 1.8 Million Math In- struction Tuning Dataset.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset OpenMathInstruct-1: A 1.8 Million Math In- struction Tuning Dataset

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.522139Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2ab4e9f6-0d81-4f14-b4cd-0f6c513cff1f · outbound

This paper cites Direct Judgement Preference Optimization.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Direct Judgement Preference Optimization

Reference 32

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Observation d2254945-afb6-48d3-a9ac-9c8dd081d7d2 · outbound

This paper cites Self-Taught Evaluators.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Self-Taught Evaluators

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.124011Z

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Observation b4c30ffc-585b-4a88-afb4-c7ac7245535d · outbound

This paper cites Le, Ed H.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Le, Ed H

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.506963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3738077a-b0a3-4a95-ab1d-c71a3491f041 · outbound

This paper cites Chain-of-thought prompt- ing elicits reasoning in large language models.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Chain-of-thought prompt- ing elicits reasoning in large language models

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.492042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7e2ba50c-fb2f-4d23-9e15-a6c4294c8402 · outbound

This paper cites Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.138433Z

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Observation 23b923ff-45e2-4795-8a7e-56eb419152f6 · outbound

This paper cites Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.143497Z

Source-reported events for the cited work

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Observation ae810ad7-896b-4d15-81bb-14b9c2d1b8f2 · outbound

This paper cites Building Math Agents with Multi-Turn Iterative Preference Learning.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Building Math Agents with Multi-Turn Iterative Preference Learning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.148539Z

Source-reported events for the cited work

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Observation f8d98f73-f811-4c68-ab16-c3218010cc4d · outbound

This paper cites Qwen2.5 Technical Re- port, 2025.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Qwen2.5 Technical Re- port, 2025

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.476334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ccb7e4e4-c3b7-413f-a81f-23eed1187435 · outbound

This paper cites Qwen2.5- Math Technical Report: Toward Mathematical Expert Model via Self-Improvement, 2024.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Qwen2.5- Math Technical Report: Toward Mathematical Expert Model via Self-Improvement, 2024

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.460884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3cfc1060-18b9-4520-8dd9-870d183c1c9d · outbound

This paper cites Gonzalez, and Ion Stoica.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Gonzalez, and Ion Stoica

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.445975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b4e7f8fb-e22e-4a0f-baab-971d4822196c · outbound

This paper cites LIMO: Less is More for Reasoning.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset LIMO: Less is More for Reasoning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.167839Z

Source-reported events for the cited work

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Observation 143d1af3-fdc5-4d00-885f-74937955d4f1 · outbound

This paper cites Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models – The Story Goes On, 2024.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models – The Story Goes On, 2024

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.430748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b49b38cf-1ef0-4055-8d0f-d4118cce1abe · outbound

This paper cites InfinityMATH: A Scalable Instruction Tuning Dataset in Programmatic Mathematical Reasoning.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset InfinityMATH: A Scalable Instruction Tuning Dataset in Programmatic Mathematical Reasoning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.177017Z

Source-reported events for the cited work

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Observation 94145132-c276-479b-ad6b-d96313b6e228 · outbound

This paper cites Generative Verifiers: Reward Modeling as Next-Token Prediction.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Generative Verifiers: Reward Modeling as Next-Token Prediction

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.181687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88612e08-f498-4447-b671-4651e5d9231b · outbound

This paper cites BackMATH: Towards Backward Reasoning for Solving Math Problems Step by Step.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset BackMATH: Towards Backward Reasoning for Solving Math Problems Step by Step

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.415141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7e142add-1892-4c66-a48c-63d2498b1947 · outbound

This paper cites 1.4 Million Open-Source Distilled Reasoning Dataset to Empower Large Language Model Training.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset 1.4 Million Open-Source Distilled Reasoning Dataset to Empower Large Language Model Training

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:59.190893Z

Source-reported events for the cited work

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AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset yes or no

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.399843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 09563fc6-17c0-4eb8-becc-b5181ab1b7e9 · outbound

This paper cites Is this true ?.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Is this true ?

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.384939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0ef69f65-121a-4f30-9a64-db9b97252055 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:59:00.368732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 784d6bce-db71-4eef-8d0d-51eaf3a58f22 · outbound

This paper cites , limits , logarithms , recursion ).

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset , limits , logarithms , recursion )

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.353852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a638edda-3721-4906-8fcf-79658ef6fa52 · outbound

This paper cites What does the notation mean?.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset What does the notation mean?

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.338804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5ed1ac33-516e-4513-b1cd-9523c413938a · outbound

This paper cites Otherwise , respond with ’ invalid ’ , but only if there is a clear and strong reason why the problem cannot be solved.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Otherwise , respond with ’ invalid ’ , but only if there is a clear and strong reason why the problem cannot be solved

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.323322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8cee4e77-0dd5-46df-92f3-c25fd0e0305d · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:59:00.307765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2ba0212e-91c6-4eea-8ef8-e386a0569a40 · outbound

This paper cites Vague or incomplete statements that cannot be interpreted mathematically.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Vague or incomplete statements that cannot be interpreted mathematically

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.291962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e93cabb4-6db4-4571-b604-47101091bf6e · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:59:00.276332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a8d26aa9-6112-48a5-a450-e6cc59318055 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:59:00.261266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5b940f44-ebc4-4870-b4ae-da2e19b9b273 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:59:00.246083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2d7f3596-3c60-4127-8f17-28a61f102a56 · outbound

This paper cites Here are a few examples.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Here are a few examples

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.231136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dc542a84-ff75-452c-9b37-66843bcc4e06 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:59:00.215747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation db02adb6-4c9d-42f0-9cf7-1ffe1ddf7e54 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:59:00.199950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2c2dc279-3f9d-4f18-8da5-a9bc932c66e4 · outbound

This paper cites proof" problem . Respond only with.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset proof" problem . Respond only with

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.184829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3b04eaf7-e28d-4224-bcf1-0b01386034db · outbound

This paper cites prove that.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset prove that

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.168730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 46349f32-b8ba-4659-bd99-f88a743c14c4 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:59:00.153719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 09ebb960-fbde-4f3c-b939-1fcb26a86a62 · outbound

This paper cites Let ’ s modify the given problem.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Let ’ s modify the given problem

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.138258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 90d746f1-f252-451a-8977-9ed4dbbab01a · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:59:00.121654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 784a8d49-d828-4417-9a81-2b9e282eb311 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:59:00.104919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 295a543d-d931-400e-a87a-a246064e24eb · outbound

This paper cites Please reason step by step , and put your final answer within \\boxed{{}}.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Please reason step by step , and put your final answer within \\boxed{{}}

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.086493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3292df68-7b48-4e9d-af94-165b18538282 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:59:00.058673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9ded85c7-ac7c-43dd-bd76-d9eff1dcca45 · outbound

This paper cites """ Solution : <Some text reasoning without code> Wait, so the answer is 143? Let me verify this with the pow function.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset """ Solution : <Some text reasoning without code> Wait, so the answer is 143? Let me verify this with the pow function

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.036304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eb931a30-ee44-46e7-bf91-3a35202c5575 · outbound

This paper cites , solving simple equations , doing arithmetic , applying formulas to known variables ).

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset , solving simple equations , doing arithmetic , applying formulas to known variables )

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:00.011045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 187cffff-97fb-4c7d-ad8d-87e5cfbcc076 · outbound

This paper cites x =", solution [0]) print (.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset x =", solution [0]) print (

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:58:59.992754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1d8c072a-f9c8-4106-b2ac-7e690d8ff022 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:59.977466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 007a557a-54ba-426c-b088-baaf3c015a67 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:59.962479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 64977149-af58-4a3f-a3f7-5f42b2f6c1af · outbound

This paper cites − − − ∗∗YOUR TASK∗∗ Solution fragment : {fragment} C.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset − − − ∗∗YOUR TASK∗∗ Solution fragment : {fragment} C

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:58:59.948160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 77e24576-7028-401f-9264-ee39863e7d44 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:59.932959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e49bbae6-474e-45d2-b5ab-a2691a10df3f · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:59.916475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9ef1f6a0-8331-49d8-9057-e1855864f13b · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:59.900727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b30658ed-7d7f-41d0-b404-4febe36e772a · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:59.884267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ccbcef0e-944b-4d5b-a51b-66999156af76 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:59.868572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d54a59f3-d71a-46dc-9324-70ba8f9a1a03 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:59.852259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 32317b83-5323-4845-81c0-1870d0c47497 · outbound

This paper cites Judgment:.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Judgment:

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:58:59.834811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a16605c0-b989-45f9-bb31-0336cbb80384 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:59.818659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 41c39c60-d1fe-4d7b-8e4a-9d0e6e9f8dc5 · outbound

This paper cites Since the sum of the digits is 45, which is divisible by 9, every 9-digit number formed using the digits 1 through 9 will be divisible by 9.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Since the sum of the digits is 45, which is divisible by 9, every 9-digit number formed using the digits 1 through 9 will be divisible by 9

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:58:59.801872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8474ca53-d9ce-4f00-a78e-8df4e28d24e6 · outbound

This paper cites Since any 9-digit number formed using the digits 1 through 9 is divisible by 9, it cannot be a prime number (except for the number 9 itself, which is not a 9-digit number).

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Since any 9-digit number formed using the digits 1 through 9 is divisible by 9, it cannot be a prime number (except for the number 9 itself, which is not a 9-digit number)

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:58:59.785398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 790df9e5-3196-4203-acaa-4533ae9e97c6 · outbound

This paper cites Thus, the number of prime cassowaries is:0 F.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Thus, the number of prime cassowaries is:0 F

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:58:59.768281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f1d33e73-b8a2-4eb6-8b92-defe1edaee50 · outbound

This paper cites an unresolved cited work.

AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Unresolved cited work

Reference 2025

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:59:00.577454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation c39e8fbb-1149-40b9-82e9-10a9e0a84215 · inbound

Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model cites this paper.

Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T21:59:02.231426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation da5f633b-de98-4e75-bf85-fc411aeb19d8 · inbound

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning cites this paper.

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T10:31:04.827741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b0c159a4-e73f-446e-a49e-152e5bc61f69 · inbound

Think Only When You Need with Large Hybrid-Reasoning Models cites this paper.

Think Only When You Need with Large Hybrid-Reasoning Models AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:06.016932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3932edf-1f19-4485-917b-1965519b2f19 · inbound

AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning cites this paper.

AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:35.426645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3e5ee40-9031-4eeb-a52f-30bc6671e8c4 · inbound

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning cites this paper.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:53.230202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 619d3f8d-f9f6-426e-94d7-3a6ffb97602e · inbound

Not All Tokens Are What You Need In Thinking cites this paper.

Not All Tokens Are What You Need In Thinking AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:45:13.499244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64cbe68b-78ec-4b6c-a9c0-6af0de2e2f80 · inbound

Scaling Reasoning without Attention cites this paper.

Scaling Reasoning without Attention AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:27.227849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 507bdf62-adfc-47be-af12-419be478a717 · inbound

Beyond Exponential Decay: Rethinking Error Accumulation in Large Language Models cites this paper.

Beyond Exponential Decay: Rethinking Error Accumulation in Large Language Models AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-19T14:12:23.951510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 436dfa2e-86e0-4c0d-ad85-be963254fe7c · inbound

LogicPuzzleRL: Cultivating Robust Mathematical Reasoning in LLMs via Reinforcement Learning cites this paper.

LogicPuzzleRL: Cultivating Robust Mathematical Reasoning in LLMs via Reinforcement Learning AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:35.751083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78baf988-73fd-4ad1-b3ec-1dacafdef125 · inbound

QFFT, Question-Free Fine-Tuning for Adaptive Reasoning cites this paper.

QFFT, Question-Free Fine-Tuning for Adaptive Reasoning AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:19.664070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2babe2d0-3c1a-4d25-a5a2-1d5a3562de6a · inbound

AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy cites this paper.

AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:35.629509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da2f005b-5338-4cb3-b3c2-dd03aaa57e58 · inbound

Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team cites this paper.

Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T00:24:14.853998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b05e474-9d1f-479f-995a-c2568d3338f6 · inbound

Command-V: Pasting LLM Behaviors via Activation Profiles cites this paper.

Command-V: Pasting LLM Behaviors via Activation Profiles AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:42:45.938241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdd10cdd-fb22-4c78-ac96-1e2cc4137f21 · inbound

OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique cites this paper.

OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T18:11:18.312616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c16aaf2f-ec1f-40a1-bdf8-55222a327b51 · inbound

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 136

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:17.503065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d686b90-4d44-4569-aa29-0b00ae6925ff · inbound

The Challenge of Teaching Reasoning to LLMs Without RL or Distillation cites this paper.

The Challenge of Teaching Reasoning to LLMs Without RL or Distillation AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-06T17:51:17.434256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d7194b3-a768-43a9-9dab-84f25d8cfb11 · inbound

JT-Math: A Multi-Stage Framework for Advanced Mathematical Reasoning in Large Language Models cites this paper.

JT-Math: A Multi-Stage Framework for Advanced Mathematical Reasoning in Large Language Models AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T14:11:52.893873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5508e861-6464-4b36-96a8-358a1acf361a · inbound

Kimi K2: Open Agentic Intelligence cites this paper.

Kimi K2: Open Agentic Intelligence AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 56

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T17:49:28.031228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9c7f279d-c669-4fc1-8ffb-568518d163cc · inbound

rStar2-Agent: Agentic Reasoning Technical Report cites this paper.

rStar2-Agent: Agentic Reasoning Technical Report AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T14:57:39.446005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dafaa670-7c51-43d9-b42d-e7af38006598 · inbound

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs cites this paper.

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-18T21:16:50.990176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3180d21e-82b1-4ae5-8db5-9da976c78f76 · inbound

Less is More Tokens: Efficient Math Reasoning via Difficulty-Aware Chain-of-Thought Distillation cites this paper.

Less is More Tokens: Efficient Math Reasoning via Difficulty-Aware Chain-of-Thought Distillation AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T05:34:40.326362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34fd8135-e68c-4d99-9025-f0b1480e7f8a · inbound

Don't Pass@k: A Bayesian Framework for Large Language Model Evaluation cites this paper.

Don't Pass@k: A Bayesian Framework for Large Language Model Evaluation AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 92

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T10:06:13.931204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 707f84d1-dbe4-4ba5-a8aa-f6b94c48bcd6 · inbound

Mid-Think: Training-Free Intermediate-Budget Reasoning via Token-Level Triggers cites this paper.

Mid-Think: Training-Free Intermediate-Budget Reasoning via Token-Level Triggers AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T11:16:00.396506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5c69e64-3f56-4297-8e6e-5f40264c8371 · inbound

CPMobius: Iterative Coach-Player Reasoning for Data-Free Reinforcement Learning cites this paper.

CPMobius: Iterative Coach-Player Reasoning for Data-Free Reinforcement Learning AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T05:14:19.549625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6db84399-daa5-4fcf-ac8a-a3ae41e08b09 · inbound

Goldilocks RL: Tuning Task Difficulty to Escape Sparse Rewards for Reasoning cites this paper.

Goldilocks RL: Tuning Task Difficulty to Escape Sparse Rewards for Reasoning AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T21:40:20.875802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b19025e9-77d4-4d32-a30c-3bc594737b4d · inbound

GLM-5: from Vibe Coding to Agentic Engineering cites this paper.

GLM-5: from Vibe Coding to Agentic Engineering AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:46:41.109901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation beada0e5-0295-4b01-a5d9-a832e5328dbc · inbound

On a remark of de Gennes concerning three-dimensional polyelectrolytes cites this paper.

On a remark of de Gennes concerning three-dimensional polyelectrolytes AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T23:55:33.922275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4385df7-7038-4a33-abb3-550093c9348c · inbound

OLLM: Options-based Large Language Models cites this paper.

OLLM: Options-based Large Language Models AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:16:08.956210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 74564205-abc1-4769-81d5-354f860ac0c0 · inbound

Unsupervised Confidence Calibration for Reasoning LLMs from a Single Generation cites this paper.

Unsupervised Confidence Calibration for Reasoning LLMs from a Single Generation AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 183

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T03:14:07.779475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 458a45dd-d082-4a11-b67d-83bb5a5d5e2a · inbound

Verifier-Backed Hard Problem Generation for Mathematical Reasoning cites this paper.

Verifier-Backed Hard Problem Generation for Mathematical Reasoning AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:26:08.942219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f5e18fbf-c8f4-469d-87cb-fa3d16728099 · inbound

Teaching Language Models to Think in Code cites this paper.

Teaching Language Models to Think in Code AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:15:56.538618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation df593bf1-4cd4-4ea9-a732-794bd307ac45 · inbound

Teaching Language Models to Think in Code cites this paper.

Teaching Language Models to Think in Code AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:16:28.264055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ba8c7ac8-222d-4274-9d8c-2ceded5f2c24 · inbound

Mathematical Reasoning via Intervention-Based Time-Series Causal Discovery Using LLMs as Concept Mastery Simulators cites this paper.

Mathematical Reasoning via Intervention-Based Time-Series Causal Discovery Using LLMs as Concept Mastery Simulators AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:55:57.653840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 003ee557-c391-401c-a978-6b97bd4f3e60 · inbound

GRC: Unifying Reasoning-Driven Generation, Retrieval and Compression cites this paper.

GRC: Unifying Reasoning-Driven Generation, Retrieval and Compression AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:26:26.458524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7354b808-9d85-41ad-98a7-1555f6770313 · inbound

GRC: Unifying Reasoning-Driven Generation, Retrieval and Compression cites this paper.

GRC: Unifying Reasoning-Driven Generation, Retrieval and Compression AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:42:26.060479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a02f7a9d-22f3-46ff-8b41-75a19803e652 · inbound

Learning to Build the Environment: Self-Evolving Reasoning RL via Verifiable Environment Synthesis cites this paper.

Learning to Build the Environment: Self-Evolving Reasoning RL via Verifiable Environment Synthesis AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T21:05:04.665768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bd7f7d14-0f36-437b-90b3-685c34aa3569 · inbound

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space cites this paper.

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T01:48:28.689307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2d9039d2-2a3e-421d-a5e7-0c78c35ddb5d · inbound

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space cites this paper.

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T16:32:39.576794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 65cf7f42-4011-4d67-93a6-863c80099034 · inbound

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space cites this paper.

Language Generation as Optimal Control: Closed-Loop Diffusion in Latent Control Space AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T14:35:46.486098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c3f5ad27-c804-4b4a-acff-a196a9bfc9e5 · inbound

Unified Data Selection for LLM Reasoning cites this paper.

Unified Data Selection for LLM Reasoning AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-22T05:34:40.102955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 988e712b-ec23-442f-beb0-7f45f1678da6 · inbound

Not only where, But when: Temporal Scheduling for RLVR cites this paper.

Not only where, But when: Temporal Scheduling for RLVR AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:44:01.841016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d79671a2-5805-4944-bf0c-ac46caac62ce · inbound

ReverseMath: Answer Inversion for Scalable and Verifiable Mathematical Problem Generation cites this paper.

ReverseMath: Answer Inversion for Scalable and Verifiable Mathematical Problem Generation AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:03:47.908828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1cc22062-26ed-4fea-a483-97beffd55d5e · inbound

Extrapolative Weight Averaging Reveals Correctness-Efficiency Frontiers in Code RL cites this paper.

Extrapolative Weight Averaging Reveals Correctness-Efficiency Frontiers in Code RL AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T14:43:30.584338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0eefff4d-0632-4742-9d31-82d378465075 · inbound

Value-and-Structure Alignment for Routing-Consistent Quantization of Mixture-of-Experts Models cites this paper.

Value-and-Structure Alignment for Routing-Consistent Quantization of Mixture-of-Experts Models AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-28T01:31:28.819320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fb2d72d1-bb01-437a-be1e-8406d51f0b45 · inbound

Ouroboros-Spatial: Closing the Data-Model Loop for Spatial Reasoning cites this paper.

Ouroboros-Spatial: Closing the Data-Model Loop for Spatial Reasoning AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-03T09:17:48.658520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 04242b9a-6f4f-4bcf-9f87-1a28cf233536 · inbound

Ouroboros-Spatial: Closing the Data-Model Loop for Spatial Reasoning cites this paper.

Ouroboros-Spatial: Closing the Data-Model Loop for Spatial Reasoning AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T11:51:35.543118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05db2b43-7daf-473e-8ae1-2959cebd784e · inbound

Fine-Tuning Large Language Models for Quantum Reasoning cites this paper.

Fine-Tuning Large Language Models for Quantum Reasoning AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:09:41.917454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8e1c242d-f7c6-4b86-8ac5-633c511f1db9 · inbound

EntroRouter: Learning Efficient Model Routing via Entropy Regulation cites this paper.

EntroRouter: Learning Efficient Model Routing via Entropy Regulation AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:44:21.626373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 34cfb234-605f-4a03-9167-77d38478cf09 · inbound

Don't Let Gains FADE: Breaking Down Policy Gradient Weights in RL cites this paper.

Don't Let Gains FADE: Breaking Down Policy Gradient Weights in RL AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T21:08:57.782401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 40f62368-9b92-464a-bbda-bdcc15dd56e6 · inbound

Weak-to-Strong Generalization via Direct On-Policy Distillation cites this paper.

Weak-to-Strong Generalization via Direct On-Policy Distillation AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-07-07T12:33:45.121834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 75e7e64b-cea9-457a-b420-8432ff36543f · inbound

Weak-to-Strong Generalization via Direct On-Policy Distillation cites this paper.

Weak-to-Strong Generalization via Direct On-Policy Distillation AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T07:01:56.628017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c69147c-83f9-4f0f-9f52-e72e4136b657 · inbound

On-Policy Delta Distillation cites this paper.

On-Policy Delta Distillation AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T00:00:06.740351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d56f8fe-1f77-469b-b8b3-0e315a405ce6 · inbound

Learning Latent Reasoning Traces for Scalar Reward Models End-to-End cites this paper.

Learning Latent Reasoning Traces for Scalar Reward Models End-to-End AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T12:09:07.287104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43662f7b-d574-42ef-9eee-852ba66a9530 · inbound

Test-Time Scaling in Reasoning LLMs: Inference Regimes, Evaluation, and Reproducibility cites this paper.

Test-Time Scaling in Reasoning LLMs: Inference Regimes, Evaluation, and Reproducibility AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 126

Resolution: unresolved; no resolver link, observed 2026-08-15T14:49:04.773234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.