Paper Citation Record · LEDGER

Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 48 inbound Pith citation observations for arXiv:2408.06195.

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

pith.paper-citation-record.v1
2408.06195 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 48 of 48 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 48 of 48 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:37:07.216959Z

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

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
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External citation measurements

3
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5f060018-ae75-420e-b3c4-0b743773ab45 · inbound

Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search cites this paper.

Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T22:37:07.216959Z

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Unavailable: canonical work link unavailable.

Observation 9052ef75-c24a-4c31-8ea2-2a9a9c835db6 · inbound

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design cites this paper.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.365118Z

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Observation 17cb9031-d2af-4fc8-9172-818cf15e232a · inbound

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

AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T19:27:46.293230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab5d8d34-3358-42f0-b686-3791ed038cdb · inbound

Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains cites this paper.

Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T15:13:43.276912Z

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Observation 5f881308-29a5-4563-ba0e-b23af1b6e46f · inbound

Scaling Inference-Efficient Language Models cites this paper.

Scaling Inference-Efficient Language Models Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-10T00:43:29.080074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7af0daca-458b-4d09-bdab-3bd5a8633d16 · inbound

Reward-Guided Speculative Decoding for Efficient LLM Reasoning cites this paper.

Reward-Guided Speculative Decoding for Efficient LLM Reasoning Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T20:42:44.286290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8f88da3-8542-46a5-a734-23bf4496ad72 · inbound

Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search cites this paper.

Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:07:30.522145Z

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 ca61eb43-cea9-453d-a8af-06a79f3f8914 · inbound

LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information cites this paper.

LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T13:25:52.058726Z

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Unavailable: canonical work link unavailable.

Observation f07620ed-7ca1-4ac4-9df6-786b49367384 · 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 Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T11:57:48.773155Z

Source-reported events for the cited work

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Observation 8b4943d0-f8c2-4144-99f0-d7676e972f86 · 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 Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:53.496098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45588ba6-0ae0-450f-92ae-55e8bd3face8 · inbound

Policy Guided Tree Search for Enhanced LLM Reasoning cites this paper.

Policy Guided Tree Search for Enhanced LLM Reasoning Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T11:20:31.845722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e80d78c0-8be0-42a8-9da8-0ce835730b0d · 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 Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 231

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T01:36:24.374302Z

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 36d78706-5955-4805-b2f0-56030b1edd87 · inbound

Search-Based Multi-Trajectory Refinement for Safe C-to-Rust Translation with Large Language Models cites this paper.

Search-Based Multi-Trajectory Refinement for Safe C-to-Rust Translation with Large Language Models Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:36:40.935994Z

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 088d5aa3-919b-412f-bf99-72f47975f052 · inbound

VLM-R$^3$: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought cites this paper.

VLM-R$^3$: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:10.998275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 369bc846-c9c6-4fa4-ad5a-2aca8c78187a · inbound

Fast Quiet-STaR: Thinking Without Thought Tokens cites this paper.

Fast Quiet-STaR: Thinking Without Thought Tokens Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:22.061667Z

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Observation 260ed414-c322-4804-97af-d8b360aa700d · inbound

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering cites this paper.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:46.999033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa573d68-e3c0-47c5-adad-55b701f0db32 · inbound

MMATH: A Multilingual Benchmark for Mathematical Reasoning cites this paper.

MMATH: A Multilingual Benchmark for Mathematical Reasoning Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:23:08.712771Z

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Unavailable: canonical work link unavailable.

Observation 59b4d008-5849-4dde-8bf4-48ebb1c29084 · inbound

Scalable, Symbiotic, AI and Non-AI Agent Based Parallel Discrete Event Simulations cites this paper.

Scalable, Symbiotic, AI and Non-AI Agent Based Parallel Discrete Event Simulations Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T13:07:50.276422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae8e3374-ad35-4ae9-bc01-3de7c29f3cb3 · inbound

TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence cites this paper.

TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T12:27:49.740854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 401ebe53-9236-41fc-aa5b-9ba4c81c56e5 · inbound

ProtInvTree: Deliberate Protein Inverse Folding with Reward-guided Tree Search cites this paper.

ProtInvTree: Deliberate Protein Inverse Folding with Reward-guided Tree Search Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:58:50.105199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cab0c0e-b358-4ad4-9987-312b364c2fb3 · inbound

LLM-First Search: Self-Guided Exploration of the Solution Space cites this paper.

LLM-First Search: Self-Guided Exploration of the Solution Space Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:43.114675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a1e9201-a555-4784-9b4d-594212cd067a · inbound

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models cites this paper.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.814824Z

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Unavailable: canonical work link unavailable.

Observation ae4bfb40-86e1-4e8f-ad17-e17e3fcb040e · inbound

Chain of Methodologies: Scaling Test Time Computation without Training cites this paper.

Chain of Methodologies: Scaling Test Time Computation without Training Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:50:36.463953Z

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Unavailable: canonical work link unavailable.

Observation 015e5a0c-e089-4a1b-8558-d793b6c6cd01 · 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 Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:11.890969Z

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Unavailable: canonical work link unavailable.

Observation 764e42ab-a1e1-4336-a2e9-c90d3b6edb80 · inbound

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants cites this paper.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T20:46:21.623327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ab23470-2b95-42f2-8ac8-d0fe97ba9b41 · inbound

Are They All Good? Evaluating the Quality of CoTs in LLM-based Code Generation cites this paper.

Are They All Good? Evaluating the Quality of CoTs in LLM-based Code Generation Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T18:57:13.092944Z

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Unavailable: canonical work link unavailable.

Observation 88d101ee-1d03-4d03-bf39-7a7376d74cf8 · inbound

Thinking Before You Speak: A Proactive Test-time Scaling Approach cites this paper.

Thinking Before You Speak: A Proactive Test-time Scaling Approach Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T16:23:35.889317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea3a972b-0e94-430b-babe-f68184fb8b26 · inbound

Mitigating Visual Context Degradation in Large Multimodal Models: A Training-Free Decoupled Agentic Framework cites this paper.

Mitigating Visual Context Degradation in Large Multimodal Models: A Training-Free Decoupled Agentic Framework Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T12:32:36.332335Z

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 0878ce24-1f4d-4c37-b545-8dfb1d9fc114 · inbound

DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search cites this paper.

DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T12:12:35.898938Z

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 e49369ee-2d24-4817-8bbe-d18c2ee685ec · inbound

Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs cites this paper.

Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T05:30:54.993450Z

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 7ed99d0c-44d5-4e0c-acab-272436ffcb01 · inbound

OmniDrive-R1: Reinforcement-driven Interleaved Multi-modal Chain-of-Thought for Trustworthy Vision-Language Autonomous Driving cites this paper.

OmniDrive-R1: Reinforcement-driven Interleaved Multi-modal Chain-of-Thought for Trustworthy Vision-Language Autonomous Driving Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T22:38:37.782622Z

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 f2faae9e-da8e-46ff-80ca-098c053f0da2 · inbound

SVSR: A Self-Verification and Self-Rectification Paradigm for Multimodal Reasoning cites this paper.

SVSR: A Self-Verification and Self-Rectification Paradigm for Multimodal Reasoning Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T09:31:03.962349Z

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

Observation 1f458e32-c60f-459e-9c33-9f8e34cf559f · inbound

SVSR: A Self-Verification and Self-Rectification Paradigm for Multimodal Reasoning cites this paper.

SVSR: A Self-Verification and Self-Rectification Paradigm for Multimodal Reasoning Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T22:47:33.917420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87a31684-2ded-4a42-a2d3-f65adb39af86 · inbound

Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs cites this paper.

Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 48

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T07:45:59.933722Z

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 1dbf3ab6-9e43-4a01-9582-2bdbf9a7a525 · inbound

Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning cites this paper.

Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 48

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:00:59.947926Z

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 0eb651f4-97e2-414c-af7a-43a9da5a0609 · inbound

APCD: Adaptive Path-Contrastive Decoding for Reliable Large Language Model Generation cites this paper.

APCD: Adaptive Path-Contrastive Decoding for Reliable Large Language Model Generation Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T05:26:25.223791Z

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 4d7eb8d8-5d58-41ad-9151-c89c73c44ac9 · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:51:30.080800Z

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

Observation 2c467a79-4875-4a67-8451-60d0dc32c500 · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T05:15:03.462697Z

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 d7f9824a-4fda-4dce-bd98-859ce6b90241 · inbound

Reducing Credit Assignment Variance via Counterfactual Reasoning Paths cites this paper.

Reducing Credit Assignment Variance via Counterfactual Reasoning Paths Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-21T00:49:18.778579Z

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 a1d82060-8488-42b8-b479-41fffd4f14e8 · inbound

DISA: Offline Importance Sampling for Distribution-Matching LLM-RL cites this paper.

DISA: Offline Importance Sampling for Distribution-Matching LLM-RL Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T15:13:24.922625Z

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 bae8a455-3f4a-4387-8fdc-b26eff2f985e · inbound

Tree of Thoughts as a Classical Heuristic Search Problem: Formal Foundations and Design Patterns cites this paper.

Tree of Thoughts as a Classical Heuristic Search Problem: Formal Foundations and Design Patterns Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:13:27.100782Z

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 0f9d453b-3c1d-4ed2-9c56-18ef53b6f710 · inbound

Self-Improving Small Object Grounding in LVLMs cites this paper.

Self-Improving Small Object Grounding in LVLMs Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:06:16.284549Z

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 88315924-9e55-4c56-97d4-5f67d1c061f4 · inbound

RASFT: Rollout-Adaptive Supervised Fine-Tuning for Reasoning cites this paper.

RASFT: Rollout-Adaptive Supervised Fine-Tuning for Reasoning Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T22:31:21.143378Z

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 b6a7765b-aa45-40a4-bb57-373f437bff88 · inbound

DICE: Entropy-Regularized Equilibrium Selection for Stable Multi-Agent LLM Coordination cites this paper.

DICE: Entropy-Regularized Equilibrium Selection for Stable Multi-Agent LLM Coordination Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 185

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T20:57:23.895049Z

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 a009eeb0-e452-4981-a04f-d6f2495dc28d · inbound

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents cites this paper.

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:39:42.695889Z

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 643c1e6b-17c9-4546-a806-817b4d5f0176 · inbound

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems cites this paper.

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 254

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T11:09:46.531751Z

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 b7e17d4d-bb20-4ae9-9be9-0f82d470ede6 · inbound

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems cites this paper.

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 239

Resolution: unresolved; no resolver link, observed 2026-08-02T10:27:18.589000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d017af8-3cfc-4adb-8fb1-6a0c508bc27d · inbound

MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning cites this paper.

MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-07-09T00:45:49.108733Z

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.