Paper Citation Record · LEDGER

DAPO: An Open-Source LLM Reinforcement Learning System at Scale

As of 11 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 100 inbound Pith citation observations for arXiv:2503.14476.

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

pith.paper-citation-record.v1
2503.14476 v2

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-22T23:33:10.824995Z

measured 141 of 141 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 100 of 1071 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:44:35.961914Z

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

41 of 41 outbound references displayed

verified exact12
verified fuzzy27
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

7
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation bf69f2fb-4194-4775-b396-3b04c8c958fa · outbound

This paper cites Learning to reason with llms.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Learning to reason with llms

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.447246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 82c25e79-80e3-4b0f-b478-56ec6b11807a · outbound

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

DAPO: An Open-Source LLM Reinforcement Learning System at Scale DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-22T23:35:13.475103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a62947e7-0eac-41a5-8f6b-cdaa2a572af1 · outbound

This paper cites GPT-4 Technical Report.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale GPT-4 Technical Report

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-22T23:35:13.466182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7e2e3413-76a2-4acc-b0fe-7b40996b56d7 · outbound

This paper cites Claude 3.5 sonnet.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Claude 3.5 sonnet

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.443465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d2d6d9f1-71d9-4df4-aeee-716c0f95e2b2 · outbound

This paper cites Language models are few-shot learners.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Language models are few-shot learners

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.426165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 781fd30a-94ab-44fe-8414-b59507835446 · outbound

This paper cites Palm: Scaling language modeling with pathways.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Palm: Scaling language modeling with pathways

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.430899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f2ddb11d-d609-41ff-9aab-a80de5b2b064 · outbound

This paper cites DeepSeek-V3 Technical Report.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale DeepSeek-V3 Technical Report

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-22T23:35:13.482523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 45bee8c6-9b58-4c89-ba51-2e1c93245934 · outbound

This paper cites Grok 3 beta — the age of reasoning agents.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Grok 3 beta — the age of reasoning agents

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.435347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 73206345-4efe-4019-9a7e-a589635c6f66 · outbound

This paper cites Gemini 2.0 flash thinking.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Gemini 2.0 flash thinking

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.439254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b8e585ba-663c-4daa-91ff-39515fadc3e4 · outbound

This paper cites Qwq-32b: Embracing the power of reinforcement learning.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Qwq-32b: Embracing the power of reinforcement learning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.421829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ed0712cc-0800-4619-b28c-bdfa039ab602 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-22T23:35:13.448053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 325e40a2-7203-4c23-a302-e01e0e0d2c30 · outbound

This paper cites Qwen2.5 Technical Report.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Qwen2.5 Technical Report

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-05-22T23:35:13.440483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f33de9cf-eec2-4453-83db-1f09bebf594e · outbound

This paper cites An Empirical Study on Eliciting and Improving R1-like Reasoning Models.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale An Empirical Study on Eliciting and Improving R1-like Reasoning Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-22T23:35:13.444477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ac6bb475-0f2f-4fbb-b2b8-202823f44509 · outbound

This paper cites Open-reasoner- zero: An open source approach to scaling reinforcement learning on the base model.https://github.com/ Open-Reasoner-Zero/Open-Reasoner-Zero.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Open-reasoner- zero: An open source approach to scaling reinforcement learning on the base model.https://github.com/ Open-Reasoner-Zero/Open-Reasoner-Zero

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.417671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2ab05f3a-37d7-484c-9821-675e734778c7 · outbound

This paper cites REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-05-22T23:35:13.452225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 472c55df-44bb-47d7-bd87-d01c7ce34dbe · outbound

This paper cites Process Reinforcement through Implicit Rewards.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Process Reinforcement through Implicit Rewards

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-22T23:35:13.462057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c4faa081-3ba1-411f-b4ef-6dbde192dc74 · outbound

This paper cites Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-22T23:35:13.431013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 531ef94a-12a6-4835-b0ef-ade283579f4a · outbound

This paper cites VinePPO: Refining Credit Assignment in RL Training of LLMs.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale VinePPO: Refining Credit Assignment in RL Training of LLMs

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T23:35:13.436228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 753f2d48-65e1-43e0-b6fa-b36884c6ae38 · outbound

This paper cites What's Behind PPO's Collapse in Long-CoT? Value Optimization Holds the Secret.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale What's Behind PPO's Collapse in Long-CoT? Value Optimization Holds the Secret

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-22T23:35:13.471029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8bee5c55-19b4-44cf-9ad3-9094548446d2 · outbound

This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale HybridFlow: A Flexible and Efficient RLHF Framework

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-22T23:35:13.427523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fef29dde-0eac-4c94-8e8d-9833432dab40 · outbound

This paper cites Proximal Policy Optimization Algorithms.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Proximal Policy Optimization Algorithms

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-22T23:35:13.479105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f96911f5-35ca-4ec7-8304-23d64f07c98c · outbound

This paper cites High-dimensional continuous control using generalized advantage estimation.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale High-dimensional continuous control using generalized advantage estimation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.412096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6304fbeb-1beb-4138-8a50-af1a54035d54 · outbound

This paper cites Training language models to follow instructions with human feedback.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Training language models to follow instructions with human feedback

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.406998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f3c48e26-a5c1-499b-9a92-0ad379b0609b · outbound

This paper cites Concrete problems in ai safety.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Concrete problems in ai safety

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.522375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 976fcbb8-c2c8-41c0-8565-87a155f023f8 · outbound

This paper cites Reinforcement learning with a corrupted reward channel.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Reinforcement learning with a corrupted reward channel

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.518183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 55f8327b-5fd0-4297-b244-9ec0bff2eb58 · outbound

This paper cites Specification gaming: the flip side of ai ingenuity.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Specification gaming: the flip side of ai ingenuity

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.513859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2bad6074-0ed0-46ae-bd29-02b1d33a1ce6 · outbound

This paper cites Reward tampering problems and solutions in reinforcement learning: A causal influence diagram perspective.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Reward tampering problems and solutions in reinforcement learning: A causal influence diagram perspective

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.508996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b090dab5-ae1f-4438-9355-0cf49c4b0c52 · outbound

This paper cites Scaling laws for reward model overoptimization.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Scaling laws for reward model overoptimization

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.504569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7f0532fb-c2af-498b-95e4-5e53f5f0cb4b · outbound

This paper cites Reward hacking in reinforcement learning.lilianweng.github.io, Nov 2024.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Reward hacking in reinforcement learning.lilianweng.github.io, Nov 2024

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.500709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7f3f4976-6270-472f-a995-54cca691ac76 · outbound

This paper cites Generative language modeling for automated theorem proving.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Generative language modeling for automated theorem proving

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.497137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f776b224-262a-4ee5-ad22-abedf1d49b85 · outbound

This paper cites Solving olympiad geometry without human demonstrations.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Solving olympiad geometry without human demonstrations

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.493724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9671c03c-7442-49fb-a3af-3a94e31bcfb5 · outbound

This paper cites Alphageometry: An olympiad-level ai system for geometry.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Alphageometry: An olympiad-level ai system for geometry

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.489562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0c30b8fa-a4e9-4f5f-b6c1-e8f621a071bf · outbound

This paper cites Ai achieves silver-medal standard solving international mathematical olympiad problems.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Ai achieves silver-medal standard solving international mathematical olympiad problems

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.485500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8c529730-701f-48a3-8912-a09bac9d6ae4 · outbound

This paper cites Coderl: Mastering code generation through pretrained models and deep reinforcement learning.Advances in Neural Information Processing Systems, 35:21314–21328.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Coderl: Mastering code generation through pretrained models and deep reinforcement learning.Advances in Neural Information Processing Systems, 35:21314–21328

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.481614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation abec4026-a124-4eb8-bfe9-ddb15ca94714 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Reflexion: Language agents with verbal reinforcement learning

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.477006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 36a7154a-69cb-4bb7-9447-d47ad0bde6ba · outbound

This paper cites Teaching large language models to self-debug.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Teaching large language models to self-debug

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.469675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e4f32f3a-dbf4-4208-8944-6ac7fc227847 · outbound

This paper cites Rlef: Grounding code llms in execution feedback with reinforcement learning.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Rlef: Grounding code llms in execution feedback with reinforcement learning

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.464115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fc980eca-952f-4e1e-b465-ddf65d8fdb91 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-05-22T23:35:13.457464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 14fda047-4c20-458a-a442-4e2da1a09b2c · outbound

This paper cites Decoupled weight decay regularization.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Decoupled weight decay regularization

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.459927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c51a8b68-f83a-4f56-99fa-7e5af95f863d · outbound

This paper cites First, note that the answer consists of an integer part and a square root term.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale First, note that the answer consists of an integer part and a square root term

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.456109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c0e2ce93-1364-4eca-9281-97cb2b63dad3 · outbound

This paper cites Let B be the set of residents who own a set of golf clubs.

DAPO: An Open-Source LLM Reinforcement Learning System at Scale Let B be the set of residents who own a set of golf clubs

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T23:37:16.451910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 734e70fe-fa22-492f-b07f-a61db578ec65 · inbound

OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework cites this paper.

OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-15T03:28:57.181180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5ba38af3-159d-467c-9c25-3b7f99c5bbf9 · inbound

Learning to Reason at the Frontier of Learnability cites this paper.

Learning to Reason at the Frontier of Learnability DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-23T02:42:26.203304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 88fb637f-2325-443c-82ff-053f31c17ad3 · inbound

Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding cites this paper.

Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 56

Resolution: verified exact; local_arxiv, observed 2026-05-17T02:40:06.501096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b801f8f0-ec35-4899-9195-21f9995690c3 · inbound

OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles cites this paper.

OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 84

Resolution: verified exact; local_arxiv, observed 2026-05-19T06:59:03.321024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 05d07834-058b-47ae-8bb5-ea8b5f0a98fa · inbound

VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks cites this paper.

VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-13T09:36:04.788911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9cc0c66f-1531-4f89-8ac8-883264aa5fc7 · 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 DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T10:31:04.843987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9a6a2c45-d65a-4049-aece-f5cc7120eacd · inbound

Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning cites this paper.

Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-05-22T18:46:56.858678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 43a80739-3434-4af7-8f5c-87ab5e5b45ba · inbound

ToolRL: Reward is All Tool Learning Needs cites this paper.

ToolRL: Reward is All Tool Learning Needs DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 38

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Observation ce80f86d-eeb6-4241-9a09-21e0f4e91a77 · inbound

Reinforcement Learning for Reasoning in Large Language Models with One Training Example cites this paper.

Reinforcement Learning for Reasoning in Large Language Models with One Training Example DAPO: An Open-Source LLM Reinforcement Learning System at Scale

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Resolution: verified exact; local_arxiv, observed 2026-05-15T19:51:04.906397Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 26fc22d3-9293-4848-b07a-8d6b20e8bb00 · inbound

Seed1.5-VL Technical Report cites this paper.

Seed1.5-VL Technical Report DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 166

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Source-reported events for the cited work

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Observation c7cb80a5-9253-417f-a78f-1b3c45744716 · inbound

Kalman Filter Enhanced GRPO for Reinforcement Learning-Based Language Model Reasoning cites this paper.

Kalman Filter Enhanced GRPO for Reinforcement Learning-Based Language Model Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-22T15:51:45.685027Z

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Observation c9ae3b39-ce40-4366-bf22-bba134d03aec · inbound

Group-in-Group Policy Optimization for LLM Agent Training cites this paper.

Group-in-Group Policy Optimization for LLM Agent Training DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:15:08.421797Z

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Observation b778e018-1636-4f23-891f-dbaaaa36b509 · inbound

The Hallucination Tax of Reinforcement Finetuning cites this paper.

The Hallucination Tax of Reinforcement Finetuning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 49

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Observation fa17cf45-45ea-48df-8151-bfd00c7d1077 · inbound

General-Reasoner: Advancing LLM Reasoning Across All Domains cites this paper.

General-Reasoner: Advancing LLM Reasoning Across All Domains DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 3

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Observation a6fdcaf4-4f08-469b-9515-792345129f24 · inbound

Reward Reasoning Model cites this paper.

Reward Reasoning Model DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 75

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Observation a25740f0-4537-4d6f-8f54-d60862085901 · inbound

Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models cites this paper.

Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 19

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Observation 33aab401-0b34-4dc2-9521-4f7dd023735e · inbound

An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents cites this paper.

An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 53

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Observation d17c69fb-0447-4821-94ee-8b7e972aff5c · inbound

lmgame-Bench: How Good are LLMs at Playing Games? cites this paper.

lmgame-Bench: How Good are LLMs at Playing Games? DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 83

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Observation 41384598-14da-41dc-ae07-b941ab3cd98d · inbound

Learn to Reason Efficiently with Adaptive Length-based Reward Shaping cites this paper.

Learn to Reason Efficiently with Adaptive Length-based Reward Shaping DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 27

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Observation 474c2c7b-1cc0-44be-99c4-f81dfbc43091 · inbound

NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning cites this paper.

NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:11:38.902088Z

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Observation f9423a99-3bc6-4f52-a8cb-ee85a07db547 · inbound

ARPO:End-to-End Policy Optimization for GUI Agents with Experience Replay cites this paper.

ARPO:End-to-End Policy Optimization for GUI Agents with Experience Replay DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 28

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Observation 510d0643-00d6-4fef-aef8-1ab9ad7221ec · inbound

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

AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 41

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Observation 4ee74034-adfa-4c42-8c6b-7a8371bd8dbd · inbound

Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning cites this paper.

Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 77

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Observation 6d5116c2-3996-4605-802c-33106f2444d1 · inbound

O$^2$-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question Answering cites this paper.

O$^2$-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question Answering DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T15:01:52.623494Z

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Observation f137afa9-0a97-4d25-9cc9-51b11a59b0c6 · inbound

R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO cites this paper.

R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T15:01:38.625405Z

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Observation 10cbe391-988a-4570-9c01-550f63ae962e · inbound

DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation cites this paper.

DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T14:58:20.133374Z

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Observation e629553a-ec71-4f4c-aeb8-be8a9c61d419 · inbound

R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning cites this paper.

R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:17.321595Z

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Observation 249c4d65-1e62-49b1-8920-e501a572bab4 · inbound

Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO cites this paper.

Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 61

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Observation 62fb29e7-735c-4b34-9cc0-4231cb58ef34 · inbound

Plan-R1: Safe and Feasible Trajectory Planning as Language Modeling cites this paper.

Plan-R1: Safe and Feasible Trajectory Planning as Language Modeling DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:34.445900Z

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Observation fd620298-cab5-4451-a2aa-84df904a8cb4 · inbound

QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning cites this paper.

QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T14:47:59.379000Z

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Observation 63cbc4b7-953c-499d-986d-d3fc73d92757 · inbound

Towards Revealing the Effectiveness of Small-Scale Fine-tuning in R1-style Reinforcement Learning cites this paper.

Towards Revealing the Effectiveness of Small-Scale Fine-tuning in R1-style Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:41:42.685105Z

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Observation 4b71ca5b-2ab2-46d5-8779-29b6180e8744 · inbound

Extended Inductive Reasoning for Personalized Preference Inference from Behavioral Signals cites this paper.

Extended Inductive Reasoning for Personalized Preference Inference from Behavioral Signals DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T14:39:54.965005Z

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Observation a19cde46-1023-442b-802e-b09dc1152cda · inbound

Formally Solving Answer-Construction Problems in Lean cites this paper.

Formally Solving Answer-Construction Problems in Lean DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:10.188950Z

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Observation d9a22cf9-07fd-4372-a117-a775ac9d9bc1 · inbound

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models cites this paper.

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:12.705003Z

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Observation ad890374-dd81-4fc5-9731-dd33c7d49399 · inbound

VLA-RL: Towards Masterful and General Robotic Manipulation with Scalable Reinforcement Learning cites this paper.

VLA-RL: Towards Masterful and General Robotic Manipulation with Scalable Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 82

Resolution: verified exact; local_arxiv, observed 2026-05-16T12:55:40.372850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1e7a4dd1-a25f-4783-b71d-bac8905ba860 · inbound

On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization cites this paper.

On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:33.323315Z

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Observation 69316f9c-050b-4ccf-8937-93ae51d826a2 · inbound

Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs cites this paper.

Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-05-22T01:20:52.124513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 50d49ff3-dcaf-46aa-922e-d6ae27d2001d · inbound

SituatedThinker: Grounding LLM Reasoning with Real-World through Situated Thinking cites this paper.

SituatedThinker: Grounding LLM Reasoning with Real-World through Situated Thinking DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:21.123794Z

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Observation a53ce49d-145b-4e6a-ac43-cc76e727053d · inbound

Toward Scientific Reasoning in LLMs: Training from Expert Discussions via Reinforcement Learning cites this paper.

Toward Scientific Reasoning in LLMs: Training from Expert Discussions via Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:36.086883Z

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Observation df8213ea-708b-44fc-8778-90e3ff9b27be · inbound

SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond cites this paper.

SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:14:33.391350Z

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Observation 2ac65f12-04af-4f88-9429-c02619ba8415 · inbound

Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective cites this paper.

Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 125

Resolution: unresolved; no resolver link, observed 2026-08-07T14:13:12.741388Z

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Observation 798cd88d-0aea-4720-b162-2f587ba6f6d6 · inbound

Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles cites this paper.

Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:11:08.074540Z

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Observation b333d74e-723b-4e2f-9f79-a3f8e37df4f0 · inbound

Lifelong Safety Alignment for Language Models cites this paper.

Lifelong Safety Alignment for Language Models DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T14:00:09.367525Z

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Observation d5e259d3-2194-40a6-bdbb-67cc08680aa4 · inbound

MaskSearch: A Universal Pre-Training Framework to Enhance Agentic Search Capability cites this paper.

MaskSearch: A Universal Pre-Training Framework to Enhance Agentic Search Capability DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:59:16.157460Z

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Observation 1e79e282-ae10-462a-b77d-59ed721a99a5 · inbound

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

Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T14:38:09.183758Z

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Observation b5f5ff59-2f3b-4638-b652-9df06b60a614 · inbound

Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning cites this paper.

Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:46:40.382950Z

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Observation dfbbdad7-3e5b-4f76-a2f8-96a7f26b2e10 · inbound

Reinforcing General Reasoning without Verifiers cites this paper.

Reinforcing General Reasoning without Verifiers DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:54.837737Z

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Observation 89a3db25-1141-493b-a92f-89c2556b3b23 · inbound

TabReason: A Reinforcement Learning-Enhanced Reasoning LLM for Explainable Tabular Data Prediction cites this paper.

TabReason: A Reinforcement Learning-Enhanced Reasoning LLM for Explainable Tabular Data Prediction DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:16.275086Z

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Observation 3ed4233d-21bb-4557-800f-f04794c7317e · inbound

Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training cites this paper.

Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:16:54.947416Z

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Observation 9dd26810-09e8-4b80-a6fc-02256ad6fec6 · inbound

Skywork Open Reasoner 1 Technical Report cites this paper.

Skywork Open Reasoner 1 Technical Report DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-05-17T04:26:47.368219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f8a98493-4dc1-47da-a516-9671f54832fd · inbound

Pangu Embedded: An Efficient Dual-system LLM Reasoner with Metacognition cites this paper.

Pangu Embedded: An Efficient Dual-system LLM Reasoner with Metacognition DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T13:16:18.016091Z

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Observation d53205b8-a3e2-48cf-ad19-68ecbb65810e · inbound

RAG-Zeval: Towards Robust and Interpretable Evaluation on RAG Responses through End-to-End Rule-Guided Reasoning cites this paper.

RAG-Zeval: Towards Robust and Interpretable Evaluation on RAG Responses through End-to-End Rule-Guided Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T13:14:33.280845Z

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Observation 6460a496-1546-47db-89c7-7bfca8d0211a · inbound

EvolveSearch: An Iterative Self-Evolving Search Agent cites this paper.

EvolveSearch: An Iterative Self-Evolving Search Agent DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:59.475979Z

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Observation 820e3921-aa3e-4902-b365-a3e0e076264f · inbound

WebDancer: Towards Autonomous Information Seeking Agency cites this paper.

WebDancer: Towards Autonomous Information Seeking Agency DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:08:58.025183Z

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Observation aa45b29e-9039-478e-b74b-7f210b2826c2 · inbound

Accelerating RLHF Training with Reward Variance Increase cites this paper.

Accelerating RLHF Training with Reward Variance Increase DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:48.554997Z

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Observation d43a438e-6464-4aa2-9aca-a28846594327 · inbound

Are Reasoning Models More Prone to Hallucination? cites this paper.

Are Reasoning Models More Prone to Hallucination? DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:45:32.967235Z

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Observation 681ebc7e-91ea-4c3c-b865-518350f00f3b · inbound

Grounded Reinforcement Learning for Visual Reasoning cites this paper.

Grounded Reinforcement Learning for Visual Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 83

Resolution: verified exact; local_arxiv, observed 2026-05-22T01:05:52.198652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2fa84e31-7281-42fd-bf91-ebeed07c9b66 · inbound

ZeroGUI: Automating Online GUI Learning at Zero Human Cost cites this paper.

ZeroGUI: Automating Online GUI Learning at Zero Human Cost DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T12:41:26.439832Z

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Observation 9c2a96cf-38b2-41b9-9ea6-59fc39a26ca3 · inbound

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

Training LLMs for EHR-Based Reasoning Tasks via Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:13.610491Z

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Observation 9d8616b4-cc9f-478c-83fe-fa1433f61ea9 · inbound

MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM cites this paper.

MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:12.653152Z

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Observation 79e61d0b-a2c8-4729-9c60-20162a21aa35 · inbound

AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning cites this paper.

AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 66

Resolution: malformed identifier; local_arxiv, observed 2026-05-15T14:24:21.986322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 97176b73-2444-4d0e-8d7e-1cff15f52cb7 · inbound

Towards Effective Code-Integrated Reasoning cites this paper.

Towards Effective Code-Integrated Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:25:27.818086Z

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Observation 605d6a0f-b46e-45a6-b1fd-25588ab8c0ca · inbound

Reinforcing Video Reasoning with Focused Thinking cites this paper.

Reinforcing Video Reasoning with Focused Thinking DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:22:12.867048Z

Source-reported events for the cited work

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Observation b9d0d6fc-7e1c-441a-8cf2-ed4ba973b7c1 · inbound

ReasonGen-R1: CoT for Autoregressive Image generation models through SFT and RL cites this paper.

ReasonGen-R1: CoT for Autoregressive Image generation models through SFT and RL DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T12:19:25.125571Z

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Observation a3538b41-65a8-40cd-9408-f3867b7e9582 · inbound

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs cites this paper.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:19.084919Z

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Observation 9af23f9f-4d9b-47fb-8a1b-8f4bbf3eea20 · inbound

Generalizable LLM Learning of Graph Synthetic Data with Post-training Alignment cites this paper.

Generalizable LLM Learning of Graph Synthetic Data with Post-training Alignment DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-07T12:02:47.598747Z

Source-reported events for the cited work

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Observation f2a6f081-263a-452c-8fcf-e02f9268efb1 · inbound

GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking cites this paper.

GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T11:55:14.363044Z

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Observation 8ea6bd0d-5eff-42cd-8422-36b9b3d4ecad · inbound

ReFoCUS: Reinforcement-guided Frame Optimization for Contextual Understanding cites this paper.

ReFoCUS: Reinforcement-guided Frame Optimization for Contextual Understanding DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:29.765282Z

Source-reported events for the cited work

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Observation 4ada27f0-ae0a-47d7-ac19-3c065fd19407 · inbound

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning cites this paper.

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-12T12:12:08.990663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4d6ed220-c3b6-406f-a283-3abb183608da · inbound

SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis cites this paper.

SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:47.704809Z

Source-reported events for the cited work

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Observation 209e468b-62bb-4f5a-b75b-ea1eb0702bd0 · inbound

Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts cites this paper.

Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:56.907899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24986511-57a8-42cf-965a-fad7904e2c78 · inbound

KDRL: Post-Training Reasoning LLMs via Unified Knowledge Distillation and Reinforcement Learning cites this paper.

KDRL: Post-Training Reasoning LLMs via Unified Knowledge Distillation and Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:36:08.474963Z

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Observation 378849d3-2eeb-4410-9d09-7f42e5337343 · inbound

Improving LLM-Generated Code Quality with GRPO cites this paper.

Improving LLM-Generated Code Quality with GRPO DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:54.358241Z

Source-reported events for the cited work

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Observation d2ab2182-d128-4808-a244-e300fc9dbb07 · inbound

Rewarding the Unlikely: Lifting GRPO Beyond Distribution Sharpening cites this paper.

Rewarding the Unlikely: Lifting GRPO Beyond Distribution Sharpening DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:02.597250Z

Source-reported events for the cited work

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Observation 1d3da582-05a5-4454-8db3-fe030f03c885 · inbound

StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs cites this paper.

StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:17:37.613949Z

Source-reported events for the cited work

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Observation cdf9bd70-ff73-41df-b817-ebc7834f7af2 · inbound

Seed-Coder: Let the Code Model Curate Data for Itself cites this paper.

Seed-Coder: Let the Code Model Curate Data for Itself DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:56.907014Z

Source-reported events for the cited work

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Observation ae02c8c2-824d-4188-926e-b4aa1678da7f · inbound

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

Progressive Mastery: Customized Curriculum Learning with Guided Prompting for Mathematical Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:07.870856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98430df0-679c-475b-be78-8a36753bf931 · inbound

Multi-Layer GRPO: Enhancing Reasoning and Self-Correction in Large Language Models cites this paper.

Multi-Layer GRPO: Enhancing Reasoning and Self-Correction in Large Language Models DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:07.799079Z

Source-reported events for the cited work

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Observation 71e6ada2-e435-4c2c-ac6f-b27145cbf544 · inbound

QiMeng: Fully Automated Hardware and Software Design for Processor Chip cites this paper.

QiMeng: Fully Automated Hardware and Software Design for Processor Chip DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T10:34:04.451704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5038f393-df94-4407-8ad9-d8331a54f79a · inbound

Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning cites this paper.

Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-05-19T10:53:02.882074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 381b6018-32b7-4864-a7f0-3657153c080d · inbound

CodeContests+: High-Quality Test Case Generation for Competitive Programming cites this paper.

CodeContests+: High-Quality Test Case Generation for Competitive Programming DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:53.969387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aa1046d-820a-47b7-93e7-aa2b8b71956e · inbound

Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library cites this paper.

Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T06:02:33.052451Z

Source-reported events for the cited work

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Observation 6322f138-1f81-47ad-8802-2bdb1a21490b · inbound

How Far Are We from Optimal Reasoning Efficiency? cites this paper.

How Far Are We from Optimal Reasoning Efficiency? DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T05:49:40.129855Z

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Observation 32bd10b1-7c45-47e1-9654-29027edc5667 · inbound

Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models cites this paper.

Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-07T05:41:58.224328Z

Source-reported events for the cited work

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Observation 0505c5db-18fa-4fd8-bd05-48cf231bc2a9 · inbound

MiniCPM4: Ultra-Efficient LLMs on End Devices cites this paper.

MiniCPM4: Ultra-Efficient LLMs on End Devices DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T05:31:22.420798Z

Source-reported events for the cited work

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Observation 1605fb19-019b-4012-bcce-2f1da7f47d0e · inbound

SUDER: Self-Improving Unified Large Multimodal Models for Understanding and Generation with Dual Self-Rewards cites this paper.

SUDER: Self-Improving Unified Large Multimodal Models for Understanding and Generation with Dual Self-Rewards DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T05:30:27.211480Z

Source-reported events for the cited work

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Observation 99f5089e-12c0-4f1e-b071-e2dbd9917abd · inbound

Reinforcement Pre-Training cites this paper.

Reinforcement Pre-Training DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T05:26:22.142165Z

Source-reported events for the cited work

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Observation d56dc75e-cda6-408c-84b6-5867ff745e4d · inbound

A Survey on Large Language Models for Mathematical Reasoning cites this paper.

A Survey on Large Language Models for Mathematical Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:47.543926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56f7a275-2495-411c-a8cd-15faa612de94 · inbound

Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning cites this paper.

Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T05:09:45.745522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42b9d5fd-007a-4d0f-8532-9d229f7347a2 · inbound

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

SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:24.263254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b61a26d-890a-4211-83ab-ee5887694417 · inbound

e3: Learning to Explore Enables Extrapolation of Test-Time Compute for LLMs cites this paper.

e3: Learning to Explore Enables Extrapolation of Test-Time Compute for LLMs DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T05:03:29.861106Z

Source-reported events for the cited work

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Observation cfc66114-dd6a-40db-8a4e-b2fb90b34213 · inbound

RePO: Replay-Enhanced Policy Optimization cites this paper.

RePO: Replay-Enhanced Policy Optimization DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:53:58.288675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2908b548-4c0e-41ef-a3f6-4d729ffb6861 · inbound

CoRT: Code-integrated Reasoning within Thinking cites this paper.

CoRT: Code-integrated Reasoning within Thinking DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:22.944112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02b7edf3-4df0-4b51-9275-cd2534582e1c · inbound

PAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative Verifier cites this paper.

PAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative Verifier DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:38.188492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df998082-8d39-4586-bd26-e31f6501b6fd · inbound

Magistral cites this paper.

Magistral DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:19:26.415218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 907799d7-17df-4531-9005-ab4ee4715382 · inbound

VFaith: Do Large Multimodal Models Really Reason on Seen Images Rather than Previous Memories? cites this paper.

VFaith: Do Large Multimodal Models Really Reason on Seen Images Rather than Previous Memories? DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:34.797292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ab0835-abef-46be-821d-04b704d77905 · inbound

Schema-R1: A reasoning training approach for schema linking in Text-to-SQL Task cites this paper.

Schema-R1: A reasoning training approach for schema linking in Text-to-SQL Task DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T01:05:26.776323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fe48f52-8d98-45e2-ae22-e99dab76d1b2 · inbound

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond cites this paper.

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 232

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:35.824398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b93c90ad-17e2-412f-aad4-b3c5f5b4155f · 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 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 c92f8f91-3a7a-4a5d-94f8-4032ea539520 · inbound

Direct Reasoning Optimization: Token-Level Reasoning Reflectivity Meets Rubric Gates for Unverifiable Tasks cites this paper.

Direct Reasoning Optimization: Token-Level Reasoning Reflectivity Meets Rubric Gates for Unverifiable Tasks DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-19T09:52:14.083201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.