Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:41:36.479613Z
Paper Citation Record · LEDGER
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
As of 8 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 27 inbound Pith citation observations for arXiv:2506.13284.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:52:33.396332Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
43 of 43 outbound references displayed
- verified exact0
- verified fuzzy14
- unresolved29
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 348a1514-6e0a-4921-924d-a45253850050 · outbound
This paper cites OpenCodeReasoning: Advancing Data Distillation for Competitive Coding.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy OpenCodeReasoning: Advancing Data Distillation for Competitive Coding
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:33.663663Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 251cd77c-ad37-4a0f-9188-74970e050770 · outbound
This paper cites Matharena: Evaluating llms on uncontaminated math competitions, february 2025.URL https://matharena.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Matharena: Evaluating llms on uncontaminated math competitions, february 2025.URL https://matharena
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:41:40.297557Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9854e4b3-d6fa-48ee-b962-b75be4457496 · outbound
This paper cites Llama-Nemotron: Efficient Reasoning Models.arXiv preprint arXiv:2505.00949, 2025.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Llama-Nemotron: Efficient Reasoning Models.arXiv preprint arXiv:2505.00949, 2025
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:33.785649Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdb8ca73-c91c-4ec5-a086-5b469694843f · outbound
This paper cites Evaluating Large Language Models Trained on Code.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Evaluating Large Language Models Trained on Code
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:33.875463Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2edf7f1-ed2c-4a8f-80a6-07974803d571 · outbound
This paper cites AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning.
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 ddb7e23d-d735-4ec3-a22f-3d838b10963b · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Training Verifiers to Solve Math Word Problems
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:34.004261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4944494-ca7c-4a38-8527-d901cc9d6985 · outbound
This paper cites NVLM: Open Frontier-Class Multimodal LLMs.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy NVLM: Open Frontier-Class Multimodal LLMs
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:34.085376Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6eb32c1-0faf-4999-86af-f60a5b54c463 · outbound
This paper cites Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:34.161298Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19f5eb4a-102d-4841-ac28-983ecd9d139c · outbound
This paper cites The Llama 3 Herd of Models.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy The Llama 3 Herd of Models
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:34.233620Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11c2f08d-8cfd-4880-b0c5-e25e5580c688 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:34.293552Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9aafee33-eba3-4100-aaed-5c0c03905092 · outbound
This paper cites Skywork open reasoner series, 2025.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Skywork open reasoner series, 2025
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:41:40.154755Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1ea21ee6-5cfc-455c-84af-e57f4e4a53e8 · outbound
This paper cites Skywork Open Reasoner 1 Technical Report.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Skywork Open Reasoner 1 Technical Report
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:34.446923Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ac4abad-be37-47b2-903f-749c58a81629 · outbound
This paper cites Measuring coding challenge competence with apps.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Measuring coding challenge competence with apps
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:41:40.048502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 125766b4-f36a-4f80-b7c4-f054e7b61b28 · outbound
This paper cites Measuring mathematical problem solving with the math dataset.Sort, 2(4):0–6, 2021.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Measuring mathematical problem solving with the math dataset.Sort, 2(4):0–6, 2021
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:41:39.839167Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 002ae11a-2cff-4bd7-98d6-c45ae10de270 · outbound
This paper cites OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:34.685646Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d3b1ec4-730b-4bef-b208-bb4a2e515337 · outbound
This paper cites Open r1: A fully open reproduction of deepseek-r1, January 2025.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Open r1: A fully open reproduction of deepseek-r1, January 2025
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:41:39.657016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c4d8b3cc-da20-4cf2-9e67-aad68a30c6f8 · outbound
This paper cites Qwen2.5-Coder Technical Report.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Qwen2.5-Coder Technical Report
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:34.858625Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0cb5a1d-9dde-429b-b25b-eedf95fd2419 · outbound
This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:34.924620Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f726602-e26b-45fd-964c-7a051a721913 · outbound
This paper cites Numinamath.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Numinamath
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:41:39.477517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 87136dd8-ece5-4de9-ab84-a61df9295c3b · outbound
This paper cites TACO: Topics in Algorithmic COde generation dataset.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy TACO: Topics in Algorithmic COde generation dataset
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:35.095187Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ffce109-9866-43db-92d3-61e73d41ebcd · outbound
This paper cites DeepSeek-V3 Technical Report.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy DeepSeek-V3 Technical Report
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:35.160615Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71f40547-feea-4652-8c01-086e7bd6adfa · outbound
This paper cites Is your code generated by chatGPT really correct? rigorous evaluation of large language models for code generation.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy 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 2026-08-07T00:41:39.332590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation de862560-3c48-4892-8318-73a99d6e4565 · outbound
This paper cites Evaluating language models for efficient code generation.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Evaluating language models for efficient code generation
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:41:39.117026Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9945ac94-99ee-4cd5-bc09-518bca2d4311 · outbound
This paper cites ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:35.394606Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6db3524-6140-4563-bca6-9ab0e975239c · outbound
This paper cites AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:35.455218Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2afc52a7-56e5-438b-8c28-8ba909b50927 · outbound
This paper cites Deepcoder: A fully open-source 14b coder at o3-mini level, 2025.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Deepcoder: A fully open-source 14b coder at o3-mini level, 2025
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:41:38.888394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ea4a2324-f54d-4376-a819-b33b50163490 · outbound
This paper cites Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:41:38.645287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2babe2d0-3c1a-4d25-a5a2-1d5a3562de6a · outbound
This paper cites AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset.
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 b79fcdd3-db65-41e7-8170-e304bc684a96 · outbound
This paper cites s1: Simple test-time scaling.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy s1: Simple test-time scaling
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:35.685233Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc47100d-b5b8-42d6-b17f-5d18db604ff4 · outbound
This paper cites Learning to reason with LLMs, 2024.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Learning to reason with LLMs, 2024
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:41:38.405092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1ab9a39b-735e-45a5-8a5c-45d69449b868 · outbound
This paper cites QwQ-32B: Embracing the Power of Reinforcement Learning, 2025.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy QwQ-32B: Embracing the Power of Reinforcement Learning, 2025
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:41:38.162217Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c05608b2-c707-47d4-b036-421817536693 · outbound
This paper cites Areal: Ant reasoning rl.https://github.com/inclusionAI/AReaL, 2025.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Areal: Ant reasoning rl.https://github.com/inclusionAI/AReaL, 2025
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:41:37.812618Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 354f8ca7-2d52-4513-8a7d-67db3398f439 · outbound
This paper cites Seed-thinking-v1.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Seed-thinking-v1
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:35.912258Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a1a5481-17f1-4988-bfad-ec0c516bf108 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:35.965118Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7566cfb-ade5-4ea6-b269-0b0c8818a398 · outbound
This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy HybridFlow: A Flexible and Efficient RLHF Framework
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:36.026976Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93e0b815-2d12-4c8e-a96b-0ec5d8764436 · 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 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy 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 2026-08-07T00:41:37.222993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 71a6e346-aac4-4dea-a418-2222643eb1ae · outbound
This paper cites Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:36.113617Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56c7b4e5-03ba-44f0-8652-467e2c577f9e · outbound
This paper cites MiMo: Unlocking the Reasoning Potential of Language Model -- From Pretraining to Posttraining.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy MiMo: Unlocking the Reasoning Potential of Language Model -- From Pretraining to Posttraining
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:36.175903Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 089a198a-d9b2-4258-9c7f-c451936bb0c1 · outbound
This paper cites Qwen2.5 Technical Report.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Qwen2.5 Technical Report
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:36.237558Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a02be7d8-538d-4b6c-8f07-a8abbbed94cd · outbound
This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:36.284404Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 653ecf0f-07fd-44be-b8f6-01027a8fe71f · outbound
This paper cites Qwen3 Technical Report.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy Qwen3 Technical Report
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:36.361667Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b93c90ad-17e2-412f-aad4-b3c5f5b4155f · outbound
This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:36.411140Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39ae18ee-d0a8-474b-9222-8cddd87ad256 · outbound
This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:41:36.479613Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation e7e64ebd-a01c-41a6-b536-78b606eefee0 · inbound
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation cites this paper.
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:52:33.396332Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 715a276c-f616-4c4e-a226-32d82389387f · inbound
The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs cites this paper.
The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:43:12.895530Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 263d6ffd-74e9-4133-b666-486e59853516 · inbound
The Signal is in the Steps: Local Scoring for Reasoning Data Selection cites this paper.
The Signal is in the Steps: Local Scoring for Reasoning Data Selection AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T10:16:14.215851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ac544d11-8b86-4391-9fb5-28d1cf1c98e2 · 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 AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 100
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T10:06:13.902007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eead6158-8dfa-463a-a142-fcfe2b778c16 · inbound
Video Reasoning without Training cites this paper.
Video Reasoning without Training AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T09:12:08.416668Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afb90df5-e7b0-44f9-8e70-6f30577c4aae · inbound
Scaling Latent Reasoning via Looped Language Models cites this paper.
Scaling Latent Reasoning via Looped Language Models AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T07:43:11.941650Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d91f228b-8b9d-4d6c-8007-241b3ebc6d38 · inbound
Scaling Latent Reasoning via Looped Language Models cites this paper.
Scaling Latent Reasoning via Looped Language Models AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T07:31:49.069930Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d94fa74-f831-48c4-ab64-c5f8bb37ee83 · inbound
NVIDIA Nemotron 3: Efficient and Open Intelligence cites this paper.
NVIDIA Nemotron 3: Efficient and Open Intelligence AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 170
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T01:40:42.712572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f0c6be84-0d9d-4402-ab99-02590d6f2afe · inbound
On the Non-decoupling of Supervised Fine-tuning and Reinforcement Learning in Post-training cites this paper.
On the Non-decoupling of Supervised Fine-tuning and Reinforcement Learning in Post-training AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T14:48:00.530859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 386d4239-5b69-4d4b-8170-b11d040d9dcf · inbound
Attention Sink Forges Native MoE in Attention Layers: Sink-Aware Training to Address Head Collapse cites this paper.
Attention Sink Forges Native MoE in Attention Layers: Sink-Aware Training to Address Head Collapse AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T08:47:37.216769Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1bfe6c99-0e3a-400c-b390-91593e889ac1 · inbound
Attention Sink Forges Native MoE in Attention Layers: Sink-Aware Training to Address Head Collapse cites this paper.
Attention Sink Forges Native MoE in Attention Layers: Sink-Aware Training to Address Head Collapse AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T05:50:24.502645Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1af9d3c6-ab40-4d68-a453-aac7e9427bf4 · inbound
Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models cites this paper.
Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T05:28:13.898465Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68335bce-2ae7-42b0-9ef4-251cf552bce8 · inbound
MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.
MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T20:16:34.537608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 538c34aa-db4b-4a15-a4ed-22f28988bc3c · inbound
MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.
MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T10:31:25.084430Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6dabc6dd-63a6-434f-ab24-e836b93fdf50 · inbound
MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs cites this paper.
MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T22:00:06.791321Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ab6c976-a761-443f-93a7-67ca89d3f58b · inbound
How to Fine-Tune a Reasoning Model? A Teacher-Student Cooperation Framework to Synthesize Student-Consistent SFT Data cites this paper.
How to Fine-Tune a Reasoning Model? A Teacher-Student Cooperation Framework to Synthesize Student-Consistent SFT Data AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T00:18:21.791845Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 84f59440-29af-4df6-917f-caa49c812b68 · inbound
Characterizing Model-Native Skills cites this paper.
Characterizing Model-Native Skills AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T05:56:11.635008Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation db8bbd0e-e3bf-45ce-af2f-bb7dc3e87169 · inbound
Memory-Efficient Looped Transformer: Decoupling Compute from Memory in Looped Language Models cites this paper.
Memory-Efficient Looped Transformer: Decoupling Compute from Memory in Looped Language Models AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T02:45:57.822136Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f0020f30-01b6-496c-9681-05b896a5c9e5 · inbound
Memory-Efficient Looped Transformer: Decoupling Compute from Memory in Looped Language Models cites this paper.
Memory-Efficient Looped Transformer: Decoupling Compute from Memory in Looped Language Models AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T23:03:50.645752Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation aa0f8adc-f8b6-47f9-84d1-1f9495c39b3a · inbound
Post-Trained MoE Can Skip Half Experts via Self-Distillation cites this paper.
Post-Trained MoE Can Skip Half Experts via Self-Distillation AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T12:03:15.213905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 184f504f-b847-4fee-8101-a1d82d72c29e · inbound
Post-Trained MoE Can Skip Half Experts via Self-Distillation cites this paper.
Post-Trained MoE Can Skip Half Experts via Self-Distillation AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T18:25:00.079365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8630763e-b68f-41cb-944c-fdcacb880604 · inbound
Entropy-KL Divergence-based Token Masking: A Novel Approach for Selective Fine-tuning of Large Language Models cites this paper.
Entropy-KL Divergence-based Token Masking: A Novel Approach for Selective Fine-tuning of Large Language Models AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T08:03:13.530928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e1dd7765-87b1-4ff2-9fbb-f236cda1a1cc · inbound
Trust Region On-Policy Distillation cites this paper.
Trust Region On-Policy Distillation AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 255
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T20:56:13.643184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5941e877-a830-468f-8e55-20c5f836ebe2 · inbound
Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning cites this paper.
Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 40
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T09:47:59.921475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 394020ad-4f17-45e5-b4a5-970d706b09fe · inbound
A Sovereign, Open-Source Foundation Model for German and English cites this paper.
A Sovereign, Open-Source Foundation Model for German and English AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T03:06:27.991558Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e440f94-c3f8-4a69-ad08-a6249f81933b · inbound
A Sovereign, Open-Source Foundation Model for German and English cites this paper.
A Sovereign, Open-Source Foundation Model for German and English AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T15:13:39.458378Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 081a4e37-aac3-49e0-9ac7-af96fbcc5f6d · inbound
A Sovereign, Open-Source Foundation Model for German and English cites this paper.
A Sovereign, Open-Source Foundation Model for German and English AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T07:45:34.584748Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.