Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:06:35.501572Z
Paper Citation Record · LEDGER
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
As of 19 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 29 inbound Pith citation observations for arXiv:2505.16400.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:04:14.050518Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
44 of 44 outbound references displayed
- verified exact0
- verified fuzzy18
- unresolved26
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation bc0f1d88-e512-4685-a69c-d708aada8cb3 · outbound
This paper cites OpenCodeReasoning: Advancing Data Distillation for Competitive Coding.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning OpenCodeReasoning: Advancing Data Distillation for Competitive Coding
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.285362Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf4fbbea-9329-4e47-9ac9-32d3b8e00df8 · outbound
This paper cites Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.291514Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63df6452-c98d-437d-9275-daf942bf2c46 · outbound
This paper cites Matharena: Evaluatingllmsonuncontaminatedmathcompetitions,February2025.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Matharena: Evaluatingllmsonuncontaminatedmathcompetitions,February2025
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.278571Z
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 8d71d6b6-2bdf-41c3-9e4b-c08397732127 · outbound
This paper cites Llama-Nemotron: Efficient Reasoning Models.arXiv preprint arXiv:2505.00949, 2025.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Llama-Nemotron: Efficient Reasoning Models.arXiv preprint arXiv:2505.00949, 2025
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.302290Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 020157d3-fd39-4ff5-b0a8-5098219e32dc · outbound
This paper cites Bridging supervised learning and reinforcement learning in math reasoning.arXiv preprint, 2025.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Bridging supervised learning and reinforcement learning in math reasoning.arXiv preprint, 2025
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.262756Z
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 5190ac7e-046f-47b0-a9a9-66545e9cb3d2 · outbound
This paper cites Evaluating Large Language Models Trained on Code.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Evaluating Large Language Models Trained on Code
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.311936Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffe16904-0259-44f0-ad08-81046c0cb338 · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Training Verifiers to Solve Math Word Problems
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.317188Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 887e1314-3873-42ed-9526-052b06796094 · outbound
This paper cites Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.322184Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 652fbdd3-cbb5-4d55-a749-836820c87e0d · outbound
This paper cites The Llama 3 Herd of Models.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning The Llama 3 Herd of Models
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.327654Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81e55ba2-3080-4c5c-a19c-19e60495eb29 · outbound
This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.333225Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34d09bcb-f26b-439d-bf7f-56042ab63c9f · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.338695Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 245b7b6e-9de9-4fa0-81e2-ab6f86cd1c27 · outbound
This paper cites Skywork open reasoner series, 2025.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Skywork open reasoner series, 2025
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.246484Z
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 0a914012-d692-4cc1-bae7-f1ee13803624 · outbound
This paper cites Measuring mathematical problem solving with the math dataset.NeurIPS, 2021.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Measuring mathematical problem solving with the math dataset.NeurIPS, 2021
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.231267Z
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 5c83f9db-dfb0-41f0-bbef-712e9d7a46e3 · outbound
This paper cites Open r1: A fully open reproduction of deepseek-r1, January 2025.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Open r1: A fully open reproduction of deepseek-r1, January 2025
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.216361Z
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 90ee0e6b-52ff-40bd-ad18-0ff352523cd9 · outbound
This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.360560Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0553564d-8612-4b45-8336-a6a2a33ca38f · outbound
This paper cites Adam: A Method for Stochastic Optimization.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Adam: A Method for Stochastic Optimization
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.364966Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52356d23-5f99-4217-b9d9-d08978ed2ce8 · outbound
This paper cites Gonzalez, Hao Zhang, and Ion Stoica.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Gonzalez, Hao Zhang, and Ion Stoica
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.369809Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77e21b3b-f8f9-48b9-8a42-71f26ff1a087 · outbound
This paper cites Numinamath.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Numinamath
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.188890Z
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 d6ef4e8f-f597-4ef6-b2de-afb965259a57 · outbound
This paper cites Let’s verify step by step.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Let’s verify step by step
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.171672Z
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 77f105be-63c4-4387-b8b9-392d2da950e6 · outbound
This paper cites DeepSeek-V3 Technical Report.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning DeepSeek-V3 Technical Report
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.384699Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62ea21e6-726c-4955-80ee-87ba1fac670b · outbound
This paper cites Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.391101Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bca7eb50-4e78-44c8-b247-6e032ef6b77c · outbound
This paper cites Is your code generated by chatGPT really correct? rigorous evaluation of large language models for code generation.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Is your code generated by chatGPT really correct? rigorous evaluation of large language models for code generation
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.156142Z
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 18a06f92-5396-49aa-895d-690b15053bc0 · outbound
This paper cites Evaluating language models for efficient code generation.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Evaluating language models for efficient code generation
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.141039Z
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 943f7d5d-3417-4c90-a906-f22ca245594a · outbound
This paper cites AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.406551Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f62916a8-3707-488a-871f-4ba17fc61ac8 · outbound
This paper cites Deepcoder: A fully open-source 14b coder at o3-mini level, 2025.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Deepcoder: A fully open-source 14b coder at o3-mini level, 2025
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.125432Z
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 64bde935-b262-40a0-9b46-8333690e42c4 · outbound
This paper cites Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.109543Z
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 801014ec-d30e-4b72-a28d-a34a81e0fd50 · outbound
This paper cites Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.422347Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3932edf-1f19-4485-917b-1965519b2f19 · outbound
This paper cites AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset.
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 f594eac6-4b05-4fe9-83b7-3d3ecbd2a1b2 · outbound
This paper cites Learning to reason with LLMs, 2024.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Learning to reason with LLMs, 2024
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.093590Z
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 5cfdd2fb-dfd5-430c-a1a6-72f17cf6f8a4 · outbound
This paper cites Qwen3, April 2025.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Qwen3, April 2025
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.077528Z
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 c908a22d-9724-4234-acba-4d09f27f2be7 · outbound
This paper cites Qwq-32b: Embracing the power of reinforcement learning, March 2025.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Qwq-32b: Embracing the power of reinforcement learning, March 2025
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.059219Z
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 6dc5eecb-f298-4121-abf4-4b3f9ed98fcd · outbound
This paper cites Areal: Ant reasoning rl.https://github.com/inclusionAI/AReaL, 2025.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Areal: Ant reasoning rl.https://github.com/inclusionAI/AReaL, 2025
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.043379Z
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 ffa884c3-6476-46db-97a6-685fd284f4db · outbound
This paper cites Proximal Policy Optimization Algorithms.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Proximal Policy Optimization Algorithms
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.450509Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16f4defc-df20-453b-8f91-72d0605aa93a · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.455071Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 570359b4-1457-4bfd-a6db-e7e87a6ef781 · outbound
This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning HybridFlow: A Flexible and Efficient RLHF Framework
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.459500Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9c27ef8-6b48-43f1-904d-7af7db4955f0 · outbound
This paper cites Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.026419Z
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 51031af8-96fb-4a71-ae2a-093c23cca5ee · outbound
This paper cites Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.469350Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0986e787-4d8d-4456-8c8c-e0b2d8b4c211 · outbound
This paper cites Simple statistical gradient-following algorithms for connectionist reinforcement learning.Machine learning, 8:229–256, 1992.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Simple statistical gradient-following algorithms for connectionist reinforcement learning.Machine learning, 8:229–256, 1992
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:36.009629Z
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 48f6a565-6fa7-4c1f-b5f9-30faffd8f681 · outbound
This paper cites Qwen2.5 Technical Report.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Qwen2.5 Technical Report
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.478748Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88905fb7-ae1a-483f-a07f-345628fd43d2 · outbound
This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.483074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 510d0643-00d6-4fef-aef8-1ab9ad7221ec · outbound
This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.487503Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 611726fe-6b2d-409d-8c1d-77e4328403d1 · outbound
This paper cites Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.492037Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca8ca9ec-51a5-4129-a6ec-795d41618fb8 · outbound
This paper cites ACECODER: Acing Coder RL via Automated Test-Case Synthesis.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning ACECODER: Acing Coder RL via Automated Test-Case Synthesis
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:06:35.496885Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b6e39db-4943-4156-866b-1525df2d61e7 · outbound
This paper cites r’s **, let’s break it down step by step. ### Step 1: Understand the Context - It seems you’re referring to the letter **.
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning r’s **, let’s break it down step by step. ### Step 1: Understand the Context - It seems you’re referring to the letter **
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:06:35.992091Z
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 fe7e1c32-886c-47e8-8499-7d151890b587 · inbound
Flow-GRPO: Training Flow Matching Models via Online RL cites this paper.
Flow-GRPO: Training Flow Matching Models via Online RL AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 72
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T18:45:16.862524Z
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 106c8006-b943-42f6-89be-79b3fc2895ba · inbound
MiMo-VL Technical Report cites this paper.
MiMo-VL Technical Report AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:04:14.050518Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2edf7f1-ed2c-4a8f-80a6-07974803d571 · 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 AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:33.940080Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a0e87ad-35f9-427c-8aae-3ec1f1dfbbb9 · inbound
Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs cites this paper.
Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:14:22.519933Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 162c4416-8a67-4ce8-9d07-a7313e31f590 · inbound
Squeeze the Soaked Sponge: Efficient Off-policy Reinforcement Finetuning for Large Language Model cites this paper.
Squeeze the Soaked Sponge: Efficient Off-policy Reinforcement Finetuning for Large Language Model AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:57:38.595495Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6712258d-8282-40f6-ad1f-31d0bc269b16 · inbound
CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks cites this paper.
CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:32:30.634578Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ea75ee1-7bc6-480f-8cec-9b1aa1fdea48 · inbound
Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR cites this paper.
Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T23:24:26.284917Z
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 9a6aba26-2b8e-416f-827a-99da7e9707bb · 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 AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:11:51.663587Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77c19d91-9dd0-49e4-bf54-bcd3b4dcf963 · inbound
PaVeRL-SQL: Text-to-SQL via Partial-Match Rewards and Verbal Reinforcement Learning cites this paper.
PaVeRL-SQL: Text-to-SQL via Partial-Match Rewards and Verbal Reinforcement Learning AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T22:48:32.672774Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2500b2d5-6c02-4916-99b1-335cb24575aa · inbound
A Survey of Reinforcement Learning for Large Reasoning Models cites this paper.
A Survey of Reinforcement Learning for Large Reasoning Models AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 74
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T00:02:25.126142Z
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 cdc9989a-6d34-43aa-8d34-8c94d1d57ac4 · inbound
CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning cites this paper.
CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T15:11:32.270447Z
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 3a280a8b-e968-43f2-8ec5-90bbbe690e94 · inbound
MENTOR: Reinforcement Learning via Flexible Teacher-Optimized Rewards for Tool-Use Distillation cites this paper.
MENTOR: Reinforcement Learning via Flexible Teacher-Optimized Rewards for Tool-Use Distillation AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T08:55:58.550417Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b08caa5-d6d7-401f-be09-9adfd1e9b9a5 · inbound
OckBench: Measuring the Efficiency of LLM Reasoning cites this paper.
OckBench: Measuring the Efficiency of LLM Reasoning AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T23:27:36.778635Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 051254d6-6815-46c0-8514-79096d9ba67c · inbound
Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning cites this paper.
Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T00:58:46.311837Z
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 604cc654-1611-494a-a9f5-b122ba7c947b · inbound
Efficient Reasoning on the Edge cites this paper.
Efficient Reasoning on the Edge AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T23:28:12.790404Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30ceaf37-843f-45f8-8949-c6f54325ab76 · inbound
SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions cites this paper.
SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T07:11:01.629864Z
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 1eac8f59-c2c5-4a84-aa95-f9e582fcd24c · inbound
Characterizing Model-Native Skills cites this paper.
Characterizing Model-Native Skills AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 41
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T06:06:19.468811Z
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 963255fd-4918-4ab8-a1be-4b5e861860c7 · inbound
Train Separately, Merge Together: Modular Post-Training with Mixture-of-Experts cites this paper.
Train Separately, Merge Together: Modular Post-Training with Mixture-of-Experts AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T05:56:11.305553Z
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 993bcdb0-e451-4784-979e-d0e3b9e60613 · inbound
Understanding and Mitigating Spurious Signal Amplification in Test-Time Reinforcement Learning for Math Reasoning cites this paper.
Understanding and Mitigating Spurious Signal Amplification in Test-Time Reinforcement Learning for Math Reasoning AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T14:16:07.278352Z
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 edc3109a-db52-4c8f-b539-c362704567e8 · inbound
Delay, Plateau, or Collapse: Evaluating the Impact of Systematic Verification Error on RLVR cites this paper.
Delay, Plateau, or Collapse: Evaluating the Impact of Systematic Verification Error on RLVR AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T23:45:53.101099Z
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 8cc6f019-6d8f-482f-924f-841fba0a9cdf · inbound
Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization cites this paper.
Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 38
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T07:37:29.841604Z
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 2c103f40-2966-4ba2-9c42-93d845d2059d · inbound
Scalable Token-Level Hallucination Detection in Large Language Models cites this paper.
Scalable Token-Level Hallucination Detection in Large Language Models AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T05:52:22.421954Z
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 4e0abeda-e4b8-4968-8653-cb0b3fd38774 · inbound
Respecting Self-Uncertainty in On-Policy Self-Distillation for Efficient LLM Reasoning cites this paper.
Respecting Self-Uncertainty in On-Policy Self-Distillation for Efficient LLM Reasoning AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T19:52:52.411736Z
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 4d9f336e-c8ca-4339-b799-afc4c8a24a24 · inbound
When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards cites this paper.
When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T23:04:01.322678Z
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 49c626dd-add2-429b-a250-05b5da73c1f4 · inbound
RLVR Datasets and Where to Find Them: Tracing Data Lineage for Better Training Data cites this paper.
RLVR Datasets and Where to Find Them: Tracing Data Lineage for Better Training Data AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T19:43:55.053657Z
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 cae54978-a304-4bb7-9065-517d124851da · inbound
From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning cites this paper.
From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 74
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T20:38:55.942362Z
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 f080444e-7265-48f3-befc-cf754f9647fc · inbound
Beyond Entropy: Learning from Token-Level Distributional Deviations for LLM Reasoning cites this paper.
Beyond Entropy: Learning from Token-Level Distributional Deviations for LLM Reasoning AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T03:49:30.159779Z
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 4afb7a0a-b48a-4c0a-ab97-a7d8e16d28ed · 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? AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 19
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T09:09:43.581253Z
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 70ba9640-73f3-4a19-bd19-009a3d40a001 · inbound
Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning cites this paper.
Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T06:37:36.445162Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.