Paper Citation Record · LEDGER

LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 31 inbound Pith citation observations for arXiv:2410.02884.

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

pith.paper-citation-record.v1
2410.02884 v2

Coverage vector

measured 0 of 0 reference resolution

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measured 31 of 31 standing notices

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

measured 31 of 31 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T16:35:28.447005Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:29:57.287817Z

Reference resolution

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External citation measurements

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Outbound references

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Pith citing papers

Observation c196a863-f5ca-4cad-813a-6f1ed1e12eb4 · inbound

Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems cites this paper.

Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:35:31.446927Z

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.

Observation bc8882e3-3828-4ee9-a73b-c4d5ca976e0a · inbound

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs cites this paper.

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:36:50.157350Z

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.

Observation ea5fe782-2f0d-4b24-ba71-c408cb908a1d · inbound

Search-o1: Agentic Search-Enhanced Large Reasoning Models cites this paper.

Search-o1: Agentic Search-Enhanced Large Reasoning Models LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:36:27.643883Z

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.

Observation 1cd4adb3-21b7-4b9a-82ee-e6d3d2c29b27 · inbound

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models cites this paper.

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 187

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:20:59.427455Z

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.

Observation 4bfc6eeb-f2ca-4590-b52d-89aa034c0b8f · inbound

Large Language Model-Enhanced Multi-Armed Bandits cites this paper.

Large Language Model-Enhanced Multi-Armed Bandits LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-09T16:35:28.447005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf00df94-b20b-4b68-8a09-efa45ca0b981 · inbound

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search cites this paper.

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T11:57:48.815737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6ff821c-16ab-4b30-9cdc-9bb1c1ebb1ff · inbound

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning cites this paper.

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 246

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:32:32.542825Z

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.

Observation d8588eec-ff8a-4a69-9abf-5cc2cfbe793b · inbound

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

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T22:03:46.492505Z

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Unavailable: canonical work link unavailable.

Observation 170a4518-75c1-4145-ac98-90b41a6f8266 · inbound

Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking cites this paper.

Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-08T21:40:26.985271Z

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Unavailable: canonical work link unavailable.

Observation 407f26e5-679b-458a-860b-e946dfad7d99 · inbound

On the Emergence of Thinking in LLMs I: Searching for the Right Intuition cites this paper.

On the Emergence of Thinking in LLMs I: Searching for the Right Intuition LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:53.631264Z

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Unavailable: canonical work link unavailable.

Observation cb1b0403-8a74-4fa9-bec1-c619e07898e1 · inbound

From System 1 to System 2: A Survey of Reasoning Large Language Models cites this paper.

From System 1 to System 2: A Survey of Reasoning Large Language Models LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 232

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:36:24.378838Z

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.

Observation af48fcaf-14c9-4ccc-b398-0d066deade89 · inbound

MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems cites this paper.

MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-22T22:57:13.313394Z

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.

Observation bd1a5786-fbb5-42d5-b9c1-36175921f33d · inbound

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

OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 88

Resolution: verified exact; arxiv_id, observed 2026-05-19T06:59:03.329513Z

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.

Observation bc6b0951-13c5-416e-a26c-64c85a88fa62 · inbound

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems cites this paper.

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:42:10.437330Z

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.

Observation 3dc80ecb-14b2-40a2-a3be-0fd6924aef7c · inbound

EquivPruner: Boosting Efficiency and Quality in LLM-Based Search via Action Pruning cites this paper.

EquivPruner: Boosting Efficiency and Quality in LLM-Based Search via Action Pruning LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:02.552762Z

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Observation b23991e7-dce8-4463-9a82-445e0a635091 · inbound

Reward Model Generalization for Compute-Aware Test-Time Reasoning cites this paper.

Reward Model Generalization for Compute-Aware Test-Time Reasoning LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T14:42:27.539519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e10c0273-71c9-40c8-b89f-07d805541b8d · inbound

More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models cites this paper.

More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:36.471077Z

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Unavailable: canonical work link unavailable.

Observation 25b11409-beeb-43db-9ca3-f480f5916501 · inbound

Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start cites this paper.

Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:58.712192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ebaadc9-87c8-41a0-ba69-f23f61aa0c81 · inbound

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

MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:12.857251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab44c3fb-adf0-49fd-91b6-4a4f2c95a478 · inbound

One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL cites this paper.

One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:40.401314Z

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Unavailable: canonical work link unavailable.

Observation f8eaf83f-44f6-4818-8360-306b7170690b · inbound

SELT: Self-Evaluation Tree Search for LLMs with Task Decomposition cites this paper.

SELT: Self-Evaluation Tree Search for LLMs with Task Decomposition LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:38:34.047050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 898d3920-df61-443f-a8bb-61b92375818a · inbound

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

A Survey on Large Language Models for Mathematical Reasoning LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:47.574551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f87f5801-3e66-45b7-a293-8186d484b3df · inbound

VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism cites this paper.

VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T05:09:23.349125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9c90b97-f75b-49c0-b883-4ae79b60d37e · inbound

Boosting LLM's Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning cites this paper.

Boosting LLM's Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:13.738456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffeeb267-0a6e-4780-8502-2ca705872d90 · inbound

Building Task Bots with Self-learning for Enhanced Adaptability, Extensibility, and Factuality cites this paper.

Building Task Bots with Self-learning for Enhanced Adaptability, Extensibility, and Factuality LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 207

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:55.248368Z

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Unavailable: canonical work link unavailable.

Observation f2bd868a-d220-45f5-ab20-d92fb7837cc5 · inbound

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models cites this paper.

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T10:39:00.088338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4439750-3acd-4337-bf61-23ea4695e8ba · inbound

Plan Then Action:High-Level Planning Guidance Reinforcement Learning for LLM Reasoning cites this paper.

Plan Then Action:High-Level Planning Guidance Reinforcement Learning for LLM Reasoning LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T12:52:28.323140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8602e035-1add-4b8e-b107-eb26c08f2193 · inbound

TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search Relevance cites this paper.

TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search Relevance LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T10:53:10.440907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d58a5c61-c0a5-4142-9673-253d1e27afb8 · inbound

SIGMA: Search-Augmented On-Demand Knowledge Integration for Agentic Mathematical Reasoning cites this paper.

SIGMA: Search-Augmented On-Demand Knowledge Integration for Agentic Mathematical Reasoning LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T06:57:16.504758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 886e57de-74cb-493d-b40b-984eca64f435 · inbound

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

Mathematical Reasoning via Intervention-Based Time-Series Causal Discovery Using LLMs as Concept Mastery Simulators LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:55:57.590779Z

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.

Observation 13c9f9ad-3931-456f-ae39-c1d6ec93214e · inbound

Latent Visual States for Efficient Multimodal Reasoning cites this paper.

Latent Visual States for Efficient Multimodal Reasoning LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:29:57.289397Z

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.