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Paper Citation Record · LEDGER

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning

As of 9 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 7 inbound Pith citation observations for arXiv:2507.08649.

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

pith.paper-citation-record.v1
2507.08649 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:18:47.624439Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:47:38.347594Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T18:17:33.679581Z

Reference resolution

39 of 39 outbound references displayed

  • verified exact2
  • verified fuzzy7
  • unresolved30
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9da00c7b-e390-46b2-869c-0643f40edb61 · outbound

This paper cites Claude 3.7 Sonnet System card.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Claude 3.7 Sonnet System card

Reference 1

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raw_fallback, observed 2026-08-06T18:18:51.905951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:43.475730Z digest=sha256:f1aab2942d6e7e3960ca634ea8cca70b292d7f46eee73e48bafc44fffec4b9d5

Observation 20a324a9-e495-41d1-af9d-95e4181b2047 · outbound

This paper cites ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics

Reference 2

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source=pdf_text observed=2026-08-06T18:18:43.564912Z digest=sha256:829dce0490fbee440fb42fda723748935d3f0e58bb5962b169d24533f87333a3

Observation aff0834e-eb48-4759-9338-c8d459a950c1 · outbound

This paper cites an unresolved cited work.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Unresolved cited work

Reference 3

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:43.687525Z digest=sha256:8bb740eaa0ed170e6366fa36d169eb0ea2b8cd3425a1ca5c0eb09f79e415fcaf

Observation 96d9a353-9873-48e2-9531-a55aac44659a · outbound

This paper cites Bhattacharya, S.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Bhattacharya, S

Reference 4

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raw_fallback, observed 2026-08-06T18:18:51.761824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:43.797559Z digest=sha256:f0274966737b01c9848fba931b8aafc002eea363ca1797375a446798013bee29

Observation e82ae746-78f1-478a-9e3a-ab0ef9253704 · outbound

This paper cites an unresolved cited work.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Unresolved cited work

Reference 5

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:43.907385Z digest=sha256:6ad07656c2df70a75639581e78bf696f3c86be1afad0883a03cc39d9da779283

Observation b6332bbf-b849-44a6-8117-48fdc7a00d45 · outbound

This paper cites De Moura, S.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning De Moura, S

Reference 6

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raw_fallback, observed 2026-08-06T18:18:51.427529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:43.986880Z digest=sha256:b19ae3cf1254de585c6938f0f3dd0382e4268ae2248ec9aa5a1fc0801ae5e922

Observation 5b572fb0-bd20-4b6d-a51e-5b35b5a37116 · outbound

This paper cites Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models

Reference 7

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source=pdf_text observed=2026-08-06T18:18:44.167318Z digest=sha256:b94b4a3c8c5324239ac0be855fe95d14dd7ae4a56988b927cb233abce189a822

Observation c096c8f9-4e54-4d66-9749-2cdf66e2615c · outbound

This paper cites STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving

Reference 8

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source=pdf_text observed=2026-08-06T18:18:44.264374Z digest=sha256:9b24b068c638aff224ff4bc7162c938ea61e41d8275703171359cc078689eea2

Observation e456820c-203a-4b81-9fea-0697a261aa48 · outbound

This paper cites ReTool: Reinforcement Learning for Strategic Tool Use in LLMs.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Reference 9

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source=pdf_text observed=2026-08-06T18:18:44.404732Z digest=sha256:a3ebac4e2904c646c4ea4be0177936ea1a60fcbbd90540e135d17ac40aec530f

Observation a5a53366-a544-4402-9ebe-40eeabae5b6b · outbound

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

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

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source=pdf_text observed=2026-08-06T18:18:44.525643Z digest=sha256:f87057a8c9b1184b43ecb4e9ec50f15a366e03c2e717bbc21dcbdef613c3ccf3

Observation 2160346a-75c4-49d6-bbeb-9ba8b557f89e · outbound

This paper cites Huth and M.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Huth and M

Reference 11

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raw_fallback, observed 2026-08-06T18:18:51.272734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:44.682660Z digest=sha256:3019352be83c8b08c995df14b8fd2cf5615b150917fa233e0c407dd3b8a5d3c2

Observation f8bb39d3-01cb-471d-b7fb-9010db4f44df · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 12

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source=pdf_text observed=2026-08-06T18:18:44.807388Z digest=sha256:f4bab613658a8c727ceb463eb87d5fc803e9cc4f50754c7514cb191841865f15

Observation 765e0b63-2e6c-4a96-bef7-3e1baf5f7b52 · outbound

This paper cites an unresolved cited work.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Unresolved cited work

Reference 13

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:44.946016Z digest=sha256:ea6e11c05eed53e086212e8a06a96835622cd8832747746beb4e56f656b98c80

Observation 3d634a62-ffdc-4b6f-a1e5-cadebc78705f · outbound

This paper cites Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving

Reference 14

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source=pdf_text observed=2026-08-06T18:18:45.103299Z digest=sha256:160d1733d0418f81b11a7d8ed4d5447d6157ddb225148c45c768ea1211e4f24e

Observation caa682cb-c41d-4857-8483-8ddd1fe1a2a2 · outbound

This paper cites an unresolved cited work.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Unresolved cited work

Reference 15

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:45.177957Z digest=sha256:81a3491eb8cbbdceb2323eeb609702a0a04de94b42e6f7bd13cedc00a1dc2aa5

Observation 20111498-2f62-4ef8-b099-03ec6e16b911 · outbound

This paper cites Nipkow, M.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Nipkow, M

Reference 16

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raw_fallback, observed 2026-08-06T18:18:50.679840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:45.284724Z digest=sha256:489b505ec8af0fae8c24b7817ffcb64d3581f32d776e755202db9c98f9ef7c5d

Observation e5a4b664-32be-4d84-9eb1-fc049f80ff19 · outbound

This paper cites TALM: Tool Augmented Language Models.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning TALM: Tool Augmented Language Models

Reference 17

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source=pdf_text observed=2026-08-06T18:18:45.363604Z digest=sha256:21e55f9276bdefddd7168cb1ff0b0659cb9a18659d98b9a68b45c5b2013e3c33

Observation 94f667c7-1007-4a57-a38c-b9679e83d72b · outbound

This paper cites an unresolved cited work.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Unresolved cited work

Reference 18

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:45.444653Z digest=sha256:71872316d137fa49bf40fd705c52a87ae35c3e47e125159017eaa6d26ac0ced1

Observation 722f5792-a9db-4857-9d02-35696cd171af · outbound

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

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning ToolRL: Reward is All Tool Learning Needs

Reference 19

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source=pdf_text observed=2026-08-06T18:18:45.525815Z digest=sha256:7648197b1a6163546d87de398e972ca908f57048b1f7a16675a6384e537b01a5

Observation 9352693f-2c72-4ee8-ad15-cd9e9659b92e · outbound

This paper cites DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition

Reference 20

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source=pdf_text observed=2026-08-06T18:18:45.628122Z digest=sha256:aebf78c0e3c86978d82b066e2f1fdbf072d2a4db9e12dce7a767045ee6175e6d

Observation 15ea4479-67e0-4db3-8bc3-7e15843987a1 · outbound

This paper cites Schick, J.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Schick, J

Reference 21

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raw_fallback, observed 2026-08-06T18:18:50.118777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:45.715535Z digest=sha256:6885720b3305cb6d5ae36a44249b7e4d7bff27f093240fd4be22a7bd297fbff5

Observation 6b3123d5-8196-4958-823e-d1c763d7da42 · outbound

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

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 22

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source=pdf_text observed=2026-08-06T18:18:45.803334Z digest=sha256:7c827ca74264c8a346814b81b289053a533b86efa5b2de9c51faa6d15f2e38e7

Observation 4b92cf82-583c-4d41-b144-c1f2d3811c1d · outbound

This paper cites Shinn, F.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Shinn, F

Reference 23

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raw_fallback, observed 2026-08-06T18:18:49.839487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:45.928953Z digest=sha256:fa071ccfc1170cf28ee88e5efe9aceb3b3802921132502769d7f375d6f930243

Observation 43da433e-e2a3-4409-99b6-9cef1b844190 · outbound

This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 24

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source=pdf_text observed=2026-08-06T18:18:46.027609Z digest=sha256:0f4f1c44a55bc5fa898f75c0b81d1b1f424e628ee82a72de3568f314cada6060

Observation 19215c41-aeec-45df-92e7-b6b81626a5bb · outbound

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

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 25

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source=pdf_text observed=2026-08-06T18:18:46.106656Z digest=sha256:77cc4d97744932453a7b904ccab393a70cdab17a3aaf1b51bd5d43f40fb21876

Observation ece6de65-fbe4-482c-ac8e-88b0f346020c · outbound

This paper cites an unresolved cited work.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Unresolved cited work

Reference 26

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:46.182318Z digest=sha256:dab38ba50caf8b5f65f200cd5e6068ab22042339a054e6e4fa662a3d9e95e373

Observation c3375fab-580b-47a1-8ccd-54f0ce36b4a1 · outbound

This paper cites an unresolved cited work.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Unresolved cited work

Reference 27

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:46.345511Z digest=sha256:73b5197cfde3c4dc010f3e9ffca6fa54f281365d79714cd9d50e3dd6b0a2587f

Observation 338f8433-643c-49dc-8de2-86666a1c4b02 · outbound

This paper cites PutnamBench: Evaluating Neural Theorem-Provers on the Putnam Mathematical Competition.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning PutnamBench: Evaluating Neural Theorem-Provers on the Putnam Mathematical Competition

Reference 28

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source=pdf_text observed=2026-08-06T18:18:46.473010Z digest=sha256:672c05b50bf908056c5106b0d21b87596e9fad6faa4816cddfe341d34b897c21

Observation 86cfd31f-1a67-480e-ac4d-db714264189b · outbound

This paper cites Acting Less is Reasoning More! Teaching Model to Act Efficiently.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Acting Less is Reasoning More! Teaching Model to Act Efficiently

Reference 29

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source=pdf_text observed=2026-08-06T18:18:46.554317Z digest=sha256:a6163f75b828c62a8e3bbfb14d80fe1bff667bd52a7f9cecb44a2c2956ccf6e9

Observation 25be5431-a527-44b5-b58b-69d5bb68dc97 · outbound

This paper cites Kimina-Prover Preview: Towards Large Formal Reasoning Models with Reinforcement Learning.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Kimina-Prover Preview: Towards Large Formal Reasoning Models with Reinforcement Learning

Reference 30

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source=pdf_text observed=2026-08-06T18:18:46.662900Z digest=sha256:3735e17dbc0ead9255c66742e6f9ed1c9a823d22721c15a1144f8b29324b5e96

Observation adffd939-c8d1-422e-a2e8-9f5f307a83cf · outbound

This paper cites TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts

Reference 31

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no resolver link, observed 2026-08-06T18:18:46.739466Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:18:46.739466Z digest=sha256:3a6a0ba3da25cc68b86badc54c054f356b5cc6fc6cbddd78d07e425aeef07195

Observation 4da8b8bf-4e28-4aab-a4d5-66ad40c90ff5 · outbound

This paper cites DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Reference 32

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no resolver link, observed 2026-08-06T18:18:46.876379Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:18:46.876379Z digest=sha256:91d8edc2244dac5090b732c7fc9550724236cac8d7ce29a424d5fb3f9c7c00a6

Observation b592f4b3-63e6-4fdf-8045-4b2ed7246c7a · outbound

This paper cites DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search

Reference 33

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:18:46.956668Z digest=sha256:9bba59a47a0b8fa91d05efa9499162c5c157b174d5ed6f2ef7d9054ffe54769e

Observation 5d96a391-30ca-488a-8aaa-fbfd5ef3c156 · outbound

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

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning

Reference 34

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:18:47.052766Z digest=sha256:8b7a01496a71f7e67c0f7a61406d0ad62f5319bdc62d8852246056188917e1b6

Observation 52eed9b6-732a-439f-b860-10c57a45f2b6 · outbound

This paper cites an unresolved cited work.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Unresolved cited work

Reference 35

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unresolved
raw_fallback, observed 2026-08-06T18:18:48.910451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:47.165934Z digest=sha256:cab1dce773e241bd22be74f2c05067db7a39336eb2cf0a1bdc80b93d826eb4ba

Observation 487bdc8d-986c-43ba-ae65-873f8708f288 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T18:18:47.322737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:18:47.322737Z digest=sha256:4b81aa0dfbc34d6589688f1a39d68651fe607da9f093dafce3745620c3bc5bc4

Observation c07fa38a-ca19-4c64-aaf3-e83b154b0612 · outbound

This paper cites Leanabell-Prover: Posttraining Scaling in Formal Reasoning.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning Leanabell-Prover: Posttraining Scaling in Formal Reasoning

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T18:18:47.417844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:18:47.417844Z digest=sha256:12cafe274b9c9c53fc4a8699d4ef06d7016d782c086583e03f95209b63cc8a8f

Observation 0dcf0989-a153-47d8-a1f5-78eb5a354fec · outbound

This paper cites MiniF2F: a cross-system benchmark for formal Olympiad-level mathematics.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning MiniF2F: a cross-system benchmark for formal Olympiad-level mathematics

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T18:18:47.509119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:18:47.509119Z digest=sha256:48018f39318b0c404df9f9b13b579b39d2044e15d082941d0aba3f9f703372c0

Observation 39a2b503-0ab0-408d-b33d-99646b1bba31 · outbound

This paper cites LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback.

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:18:47.802255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:18:47.624439Z digest=sha256:132a008ea886bde4dff41d339bce49a4e9a4fd502b763d2613e92a420281cf8a

Pith citing papers

Observation 2bb83f21-39cd-4c7e-91f2-86b8a9bdbb99 · inbound

StepFun-Prover Preview: Let's Think and Verify Step by Step cites this paper.

StepFun-Prover Preview: Let's Think and Verify Step by Step Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T13:47:38.347594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:47:38.347594Z digest=sha256:9ba270bb30c237fe627f511048a0472522a72f19016b13bb8d3d72d4b0acfe59

Observation 682088a7-c9ed-4ca8-83e3-b9c9a41bf148 · inbound

A Survey of Reinforcement Learning for Large Reasoning Models cites this paper.

A Survey of Reinforcement Learning for Large Reasoning Models Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning

Reference 232

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metadata mismatch
arxiv_id, observed 2026-05-18T00:02:24.529672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-18T00:02:24.352947Z digest=sha256:f6a1315e3584c5297bef1aba28b78de22c07c23a073513aad31efec3e6fe0d63

Observation 828fdfcf-0e14-4045-a842-0079075aadc5 · inbound

SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models cites this paper.

SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-10T07:01:49.441454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-10T06:57:03.100519Z digest=sha256:c310b709140e9bdadba2de1a3f7269772403ee5515c27c6b9f193d99248e80a6

Observation 5875151c-41de-4e35-9da8-b0e62ea601f3 · inbound

OProver: A Unified Framework for Agentic Formal Theorem Proving cites this paper.

OProver: A Unified Framework for Agentic Formal Theorem Proving Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning

Reference 159

Resolution
verified exact
arxiv_id, observed 2026-05-20T14:48:23.501056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-20T14:43:46.517807Z digest=sha256:f344d703f79268d23ccaea490887aa61e080ac45ec2230e3f8144a180d2599fa

Observation 6a7d7bfc-9620-497f-916a-01d0fb3fc1e1 · inbound

Beyond the Library: An Agentic Framework for Autoformalizing Research Mathematics cites this paper.

Beyond the Library: An Agentic Framework for Autoformalizing Research Mathematics Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-07-01T10:05:40.800454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T05:54:51.200436Z digest=sha256:985c26a1e235555838d6651b782c965bb18ac92b79a2a7b5ee12952268a89630

Observation cb458ada-d414-4d9b-8f2b-3c905f318061 · inbound

Beyond the Library: An Agentic Framework for Autoformalizing Research Mathematics cites this paper.

Beyond the Library: An Agentic Framework for Autoformalizing Research Mathematics Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-07-03T22:39:01.189699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T22:34:08.241014Z digest=sha256:220ae70b9158bac0795714a06fc9c9b7fcc20d505ecdfb8914f545165a9f0122

Observation c94943b8-12fa-401e-a069-6d27c246ba6e · inbound

From Solvers to Research: Large Language Model-Driven Formal Mathematics at the Research Frontier cites this paper.

From Solvers to Research: Large Language Model-Driven Formal Mathematics at the Research Frontier Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning

Reference 107

Resolution
verified exact
local_arxiv, observed 2026-07-10T18:17:33.680781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-10T18:16:31.176239Z digest=sha256:98853fb2d4bf3871f63525bdda7d87decdf5d63982f14f74e284be3343d63725