Paper Citation Record · LEDGER

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models

As of 7 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 4 inbound Pith citation observations for arXiv:2506.12353.

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

pith.paper-citation-record.v1
2506.12353 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:57:03.154623Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:54:17.268192Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:08:13.018927Z

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy1
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation efda38cc-9166-42c5-b52f-0f59396ffd0d · outbound

This paper cites Wait" in Other Reflections (Histogram).

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Wait" in Other Reflections (Histogram)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:57:04.334734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e6b00f0d-f032-41c0-803b-733c20761a23 · outbound

This paper cites Seal: Steer- able reasoning calibration of large language models for free.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Seal: Steer- able reasoning calibration of large language models for free

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:00.052406Z

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Observation e36f406b-a0ca-4c4a-b070-6bcdb6009392 · outbound

This paper cites Compressed Chain of Thought: Efficient Reasoning Through Dense Representations.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Compressed Chain of Thought: Efficient Reasoning Through Dense Representations

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:00.197987Z

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Observation 397bcf4d-18c5-4835-93d0-9c2adc0f5c23 · outbound

This paper cites Learning to Route LLMs with Confidence Tokens.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Learning to Route LLMs with Confidence Tokens

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:00.438993Z

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Observation 72a3cc84-c919-4ced-afc7-3208403108cb · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Training Verifiers to Solve Math Word Problems

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:00.577386Z

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Observation f6ef9b75-2a1c-41b8-abfb-c2d8948ced19 · outbound

This paper cites Energy Considerations of Large Language Model Inference and Efficiency Optimizations.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Energy Considerations of Large Language Model Inference and Efficiency Optimizations

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:00.675817Z

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Observation 2868b520-08d4-43e3-9859-6a7696800926 · outbound

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

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:00.793462Z

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Observation 13ac8a10-ecab-42e7-9494-faeda2d61281 · outbound

This paper cites Training Large Language Models to Reason in a Continuous Latent Space.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Training Large Language Models to Reason in a Continuous Latent Space

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:00.888079Z

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Observation 9b2cb594-fddf-47fe-9803-d5488f6b9f34 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Measuring Mathematical Problem Solving With the MATH Dataset

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:01.028410Z

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Observation c7ff2f05-6389-4dbb-b7e1-f44596601200 · outbound

This paper cites A sober look at progress in language model reasoning: Pitfalls and paths to reproducibility.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models A sober look at progress in language model reasoning: Pitfalls and paths to reproducibility

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:01.196512Z

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Observation 204eef23-37b0-44b8-82ac-39413befa5bf · outbound

This paper cites OpenAI o1 System Card.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models OpenAI o1 System Card

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:01.343042Z

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Observation 327ab32a-9d85-4380-a2d6-a769e79a3bad · outbound

This paper cites L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T00:56:59.729310Z

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Observation 35cbcd96-7426-4654-aa51-2ea55b5f6645 · outbound

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

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:01.524906Z

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Observation 57cd6c8d-000d-43fb-bb29-094a617b1b8a · outbound

This paper cites Let's Verify Step by Step.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Let's Verify Step by Step

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:01.616179Z

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Observation 9b97c33a-6f80-4a36-adb1-820a1be15ce0 · outbound

This paper cites DeepSeek-V3 Technical Report.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models DeepSeek-V3 Technical Report

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:01.731517Z

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Observation 893a0317-102c-414f-aeef-2b8255072ca4 · outbound

This paper cites O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:01.802457Z

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Observation 459f3269-43bb-4e78-b012-2ff194e9a503 · outbound

This paper cites CoT-Valve: Length-Compressible Chain-of-Thought Tuning.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models CoT-Valve: Length-Compressible Chain-of-Thought Tuning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:01.899387Z

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Observation 298e63dd-70e3-4e09-bf71-442f19579d46 · outbound

This paper cites s1: Simple test-time scaling.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models s1: Simple test-time scaling

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:01.996853Z

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Observation 20782098-b0fb-492a-abd4-0c5c67f22e62 · outbound

This paper cites Let's Think Dot by Dot: Hidden Computation in Transformer Language Models.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Let's Think Dot by Dot: Hidden Computation in Transformer Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:02.090047Z

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Observation 4f0526b4-fc90-4f29-93d9-d46961c34168 · outbound

This paper cites A survey of efficient reasoning for large reasoning models: Language, multimodality, and beyond.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models A survey of efficient reasoning for large reasoning models: Language, multimodality, and beyond

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:02.179776Z

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Observation 6cd2b2a9-b2be-4646-ae18-378ac9697d09 · outbound

This paper cites Rethinking Reflection in Pre-Training.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Rethinking Reflection in Pre-Training

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:02.241113Z

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Observation a1f409dd-f139-4b48-8b02-dac6572e8131 · outbound

This paper cites Dast: Difficulty-adaptive slow-thinking for large reasoning models.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Dast: Difficulty-adaptive slow-thinking for large reasoning models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:02.329733Z

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Observation d2758987-83ba-44dd-b603-e8d5964e0937 · outbound

This paper cites CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:02.392493Z

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Observation 87300105-0283-41df-9416-eb40690a1c0a · outbound

This paper cites Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:02.554880Z

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Observation 993f89a0-afcc-49bd-8c27-23bd97b7722b · outbound

This paper cites Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:02.706327Z

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Observation db5ace98-dfbb-46c7-bbb7-d387d65e5643 · outbound

This paper cites Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:02.795577Z

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Observation aee5a5d4-149f-4feb-a554-b54d6110e04a · outbound

This paper cites GPT-4o System Card.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models GPT-4o System Card

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:01.260712Z

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Observation d681e2a7-2e87-4ebd-92f2-a1f329307db5 · outbound

This paper cites Tokenskip: Controllable chain-of-thought compression in Ilms.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Tokenskip: Controllable chain-of-thought compression in Ilms

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:02.853369Z

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Observation 4018b750-52c3-4204-99fc-b70ad89c8a22 · outbound

This paper cites Chain of Draft: Thinking Faster by Writing Less.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Chain of Draft: Thinking Faster by Writing Less

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:02.942395Z

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Observation 005af0ef-5636-46c8-83f1-231e846aef3f · outbound

This paper cites Qwen2.5 Technical Report.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Qwen2.5 Technical Report

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:03.016370Z

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Observation 4b265649-d87c-49ab-8a54-2c9249ae37d6 · outbound

This paper cites Demystifying Long Chain-of-Thought Reasoning in LLMs.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Demystifying Long Chain-of-Thought Reasoning in LLMs

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:03.086576Z

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Observation 48bfcf8c-7c5b-44b0-8460-e640161c230a · outbound

This paper cites Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:02.482809Z

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Observation 87337e2b-fa9b-4e9c-9645-782b05063284 · outbound

This paper cites Sketch-of-thought: Efficient lm reasoning with adaptive cognitive-inspired sketching.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Sketch-of-thought: Efficient lm reasoning with adaptive cognitive-inspired sketching

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T00:56:59.939407Z

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Observation 00c22b61-848d-4d34-bf5f-7032a4c3f332 · outbound

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

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:02.644849Z

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Observation c508e0f9-1bb8-4906-9b2b-9da57a366953 · outbound

This paper cites How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:01.431811Z

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Observation c37b93d1-a14e-4fe0-9281-4a6480356d16 · outbound

This paper cites Confident or Seek Stronger: Exploring Uncertainty-Based On-device LLM Routing From Benchmarking to Generalization.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Confident or Seek Stronger: Exploring Uncertainty-Based On-device LLM Routing From Benchmarking to Generalization

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:00.320706Z

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Observation 6513cbd3-fbbc-4499-9166-38d364166eb0 · outbound

This paper cites Program Synthesis with Large Language Models.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Program Synthesis with Large Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T00:56:59.824558Z

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Pith citing papers

Observation 1f079f2a-4ea7-4138-ba71-ce9121d3e50f · inbound

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models

Reference 111

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:17.268192Z

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Observation d77ac373-6e99-49ab-a72e-7a0cf74997cd · inbound

EDGE-GRPO: Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity cites this paper.

EDGE-GRPO: Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T12:26:11.159006Z

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Observation 4541c878-3b5e-4085-b2f0-5ec5b33425ca · inbound

Reconsidering Overthinking: Penalizing Internal and External Redundancy in CoT Reasoning cites this paper.

Reconsidering Overthinking: Penalizing Internal and External Redundancy in CoT Reasoning Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T05:14:37.153107Z

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Observation a2230aad-aa95-4a74-98f9-df858b7527ff · inbound

Failure Cases Are Better Learned But Boundary Says Sorry: Facilitating Smooth Perception Change for Accuracy-Robustness Trade-Off in Adversarial Training cites this paper.

Failure Cases Are Better Learned But Boundary Says Sorry: Facilitating Smooth Perception Change for Accuracy-Robustness Trade-Off in Adversarial Training Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-06T05:08:13.098887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.