Paper Citation Record · LEDGER

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

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 47 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

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measured 47 of 47 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 47 of 47 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:48:20.054861Z

measured 0 of 1 external citation measurements

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

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Outbound references

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Pith citing papers

Observation de4aa7cf-ee15-4fc3-93f8-e136e69a60a5 · inbound

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering cites this paper.

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 152

Resolution: unresolved; no resolver link, observed 2026-08-12T18:28:49.564529Z

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Observation ecf2f00d-1a7d-41ad-b28f-6ea92b15a06a · inbound

Enhancing LLM Reasoning with Reward-guided Tree Search cites this paper.

Enhancing LLM Reasoning with Reward-guided Tree Search LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T18:18:28.820471Z

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Observation 4a67b251-f41c-42ba-a47d-927695d4d923 · inbound

Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision cites this paper.

Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-12T13:02:57.358278Z

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Observation 4c064ee6-a811-4e7e-87f3-006990c4a0b1 · inbound

Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning cites this paper.

Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-12T11:27:33.403459Z

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Observation 9a61a44d-5e3c-421a-b790-2fa1395b028c · inbound

Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS cites this paper.

Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T11:13:42.575001Z

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Observation b932dfb7-4bab-4c32-8a26-883597f0c263 · inbound

o1-Coder: an o1 Replication for Coding cites this paper.

o1-Coder: an o1 Replication for Coding LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:29.085430Z

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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

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0c836edf-5459-4b19-ab91-1b5d66732b5f · inbound

RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement cites this paper.

RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T13:42:49.743901Z

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Observation f4a67402-147c-403f-8278-11d586f7925e · inbound

Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling cites this paper.

Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T11:55:30.569744Z

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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

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 36a2a22f-dce7-4fa1-8790-b4e62d1ae012 · inbound

BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning cites this paper.

BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T21:57:50.825944Z

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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

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+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

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Observation edc7cdbd-51a5-4b1c-9f31-baec7e99413d · inbound

AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation cites this paper.

AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:46.417078Z

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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

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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

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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

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+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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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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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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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

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+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

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+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

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+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

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fd995c89-9839-4fb7-9549-9e722caa5ab1 · inbound

A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law cites this paper.

A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 159

Resolution: unresolved; no resolver link, observed 2026-08-16T00:48:20.054861Z

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Observation 7eb35742-43c2-473f-a627-9be68b112feb · inbound

Chain-of-Thought Tokens are Computer Program Variables cites this paper.

Chain-of-Thought Tokens are Computer Program Variables LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T23:23:02.189328Z

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Observation 1e219a06-2a95-42f5-a6fe-d0d55e9030d0 · inbound

CRPE: Expanding The Reasoning Capability of Large Language Model for Code Generation cites this paper.

CRPE: Expanding The Reasoning Capability of Large Language Model for Code Generation LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:22:19.025191Z

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Observation 2b61f84a-557a-49f5-8e22-56a820d7d41e · inbound

J1: Exploring Simple Test-Time Scaling for LLM-as-a-Judge cites this paper.

J1: Exploring Simple Test-Time Scaling for LLM-as-a-Judge LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:10.767033Z

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Observation 2b8f735d-2799-4145-b54a-06a8b8c257a7 · inbound

Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering cites this paper.

Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T20:38:09.418765Z

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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

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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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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

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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

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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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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

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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

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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

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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

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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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

Observation f4f5434f-73dc-467b-bdf1-89cbd12eebc4 · inbound

ThinkRetrieve: Retrieval-Augmented Reasoning Traces for Test-Time Scaling cites this paper.

ThinkRetrieve: Retrieval-Augmented Reasoning Traces for Test-Time Scaling LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Reference 132

Resolution: unresolved; no resolver link, observed 2026-08-12T14:10:45.510784Z

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Unavailable: canonical work link unavailable.