Paper Citation Record · LEDGER

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs

As of 15 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2507.06087.

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

pith.paper-citation-record.v1
2507.06087 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:16:31.414589Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:49:28.801714Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

verified exact0
verified fuzzy14
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7145dd7b-c1cb-4875-a367-e3efaa45dc54 · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.242733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d06456b7-b1ce-4b9b-950d-f0005ccf31a6 · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Sketch-of-thought: Efficient llm reasoning with adaptive cognitive-inspired sketching

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.246841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38f59549-c959-4e4a-9429-59280c83e09a · outbound

This paper cites Discovering latent knowledge in language models without supervision.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Discovering latent knowledge in language models without supervision

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.250221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d36a55-a018-4cbe-bf5f-0afff5cc9ebd · outbound

This paper cites The dynamics of cortical activity during sensorimotor behavior.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs The dynamics of cortical activity during sensorimotor behavior

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:32.128892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fb325ffa-e0d8-4185-8795-4225e5f6eef8 · outbound

This paper cites Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.256709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35f46c49-c927-466d-afb4-86ff0ce3ee07 · outbound

This paper cites Unlocking the capabilities of thought: A reasoning boundary framework to quantify and optimize chain-of-thought.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Unlocking the capabilities of thought: A reasoning boundary framework to quantify and optimize chain-of-thought

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:32.118680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation da685dff-4c6b-4e20-aa5f-6a6cb211954e · outbound

This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.263728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 215e9c11-1ef4-400f-9da0-913813382ac7 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Training Verifiers to Solve Math Word Problems

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.267213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdb4558d-7171-43ea-8d16-a67e2b4e44fb · outbound

This paper cites Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.270828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28bc3549-a840-43df-be33-0258fc830186 · outbound

This paper cites The effect of cognitive load on economic decision making: A survey and new experiments.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs The effect of cognitive load on economic decision making: A survey and new experiments

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:32.108466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a301fece-92c4-454e-8911-5820cb675e10 · outbound

This paper cites Dynamic Parallel Tree Search for Efficient LLM Reasoning.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.278345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad9ea019-8152-4f43-8a38-4d64cf7e5dc4 · outbound

This paper cites Do LLMs Know about Hallucination? An Empirical Investigation of LLM's Hidden States.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Do LLMs Know about Hallucination? An Empirical Investigation of LLM's Hidden States

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.282199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 689d5838-14db-4ab7-ae12-9300af23f2c4 · outbound

This paper cites Metacognition and reasoning.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Metacognition and reasoning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:32.098787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8ecba283-c1b1-4c69-ba09-45c5287a7cb8 · outbound

This paper cites Understanding neural dynamics: A generative modeling perspective.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Understanding neural dynamics: A generative modeling perspective

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:32.088038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 63407da7-9610-457f-884c-36039bea8bfa · outbound

This paper cites Spuq: Perturbation-based uncertainty quantification for large language models.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Spuq: Perturbation-based uncertainty quantification for large language models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:32.079013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6925ba67-fa88-41f1-b3da-0a868c34bc0c · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.295892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4da4fa6a-c42b-4c90-9f50-e147bf3d754e · outbound

This paper cites Trajectory analysis: concepts and applications.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Trajectory analysis: concepts and applications

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:32.069117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 321864cf-e041-43a3-9701-f82382e4c5a4 · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Measuring Mathematical Problem Solving With the MATH Dataset

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.302253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e061c0e0-65fa-4ca4-b65c-2e835f0cce1e · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:32.059875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c463d6f4-02a5-4b2a-be85-9521dd620a05 · outbound

This paper cites OpenAI o1 System Card.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs OpenAI o1 System Card

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.308936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e5a6ed9-cdd5-4e5b-8a02-c7950a0401cf · outbound

This paper cites Language Models (Mostly) Know What They Know.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Language Models (Mostly) Know What They Know

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.312409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1d2ac19-b7e1-4f51-bc3d-b85e60333419 · outbound

This paper cites C3ot: Generating shorter chain-of-thought without compromising effectiveness.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs C3ot: Generating shorter chain-of-thought without compromising effectiveness

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:32.050229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b1cff093-9b88-4da9-be5c-07ed63605c80 · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.318760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b24e5578-6fc8-4860-b164-f994deddffcb · outbound

This paper cites Inference-time intervention: Eliciting truthful answers from a language model.Advances in Neural Information Processing Systems, 36:41451–41530, 2023.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Inference-time intervention: Eliciting truthful answers from a language model.Advances in Neural Information Processing Systems, 36:41451–41530, 2023

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.322901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed7eaab6-c0a9-410b-84ce-95380584986d · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.326240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 257c26e5-b223-4fad-abf2-b7e17c845baa · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.329492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0feb14c-6fc1-4808-9154-16815dfc98a7 · outbound

This paper cites Reasoning Models Can Be Effective Without Thinking.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Reasoning Models Can Be Effective Without Thinking

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.333082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53aa6c50-3b58-43cb-ab50-aade603bcf61 · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs CoT-Valve: Length-Compressible Chain-of-Thought Tuning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.336188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb53ce70-85b2-4133-9022-81f1cdd21bf4 · outbound

This paper cites s1: Simple test-time scaling.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs s1: Simple test-time scaling

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.339456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 069c2f97-ea07-498a-a2ab-585b262400f8 · outbound

This paper cites Self-Training Elicits Concise Reasoning in Large Language Models.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Self-Training Elicits Concise Reasoning in Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.342986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daa25676-4fb9-42e2-9364-5a4e8f2bd3bc · outbound

This paper cites an unresolved cited work.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:16:32.032932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c8d404eb-b608-42de-8bd3-7e4d03576dfb · outbound

This paper cites Trajectory analysis via a geometric feature space approach.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Trajectory analysis via a geometric feature space approach

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:32.023818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6ae3bcde-035c-4a82-9590-10ea0cf512d3 · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Dast: Difficulty-adaptive slow-thinking for large reasoning models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.352203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c1243bf-e071-46a1-8749-a86cefb9b5b7 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Reflexion: Language agents with verbal reinforcement learning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.355043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84c0be99-901b-46a4-ae71-c5c8576f860b · outbound

This paper cites an unresolved cited work.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:16:32.009277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c73ad9bb-d006-4862-8122-0b06570621cf · outbound

This paper cites Unsuper- vised real-time hallucination detection based on the internal states of large language models.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Unsuper- vised real-time hallucination detection based on the internal states of large language models

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:31.999728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation aeffcd65-e3c6-48e7-bf67-990f1a22b502 · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.365258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b61ce7ae-81a1-4466-8a3b-47c7924e5b6e · outbound

This paper cites A Survey of Reasoning with Foundation Models.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs A Survey of Reasoning with Foundation Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.368383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b9e0896-f753-4fb3-85b9-7420bff82857 · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.371481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1817d4a6-2ad3-4c71-b6e8-fcf5c0f7a390 · outbound

This paper cites Just ask for calibration: Strategies for eliciting calibrated confidence scores from language models fine-tuned with human feedback.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Just ask for calibration: Strategies for eliciting calibrated confidence scores from language models fine-tuned with human feedback

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:31.990449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b2dff779-4b62-4d12-9da4-dcd782f76d72 · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.377461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da520eac-6c5b-4700-a7e1-9a135477202f · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.380598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d124c8be-fe3d-4108-8798-ee011711eaa6 · outbound

This paper cites Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.383968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b96d0d7f-f3be-43f3-a634-6405772eed5c · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Chain-of-thought prompting elicits reasoning in large language models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.387329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5eb3f88b-8c69-4a3e-8ffb-9c7c65b91f0d · outbound

This paper cites When More is Less: Understanding Chain-of-Thought Length in LLMs.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs When More is Less: Understanding Chain-of-Thought Length in LLMs

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.391371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44e3f3a8-04a3-4b1a-a768-070213bacd39 · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Tokenskip: Controllable chain-of-thought compression in llms

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.394210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cd30924-7280-423a-aec0-a7a6f34c10f8 · outbound

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

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Chain of Draft: Thinking Faster by Writing Less

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.397196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 651d850a-2880-403b-bea3-b024b6300983 · outbound

This paper cites Dynamic early exit in reasoning models.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Dynamic early exit in reasoning models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.400249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd24e0b7-19d1-471b-bbd1-d38989d5d267 · outbound

This paper cites Natural language reasoning, a survey.ACM Computing Surveys, 56(12):1–39, 2024.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Natural language reasoning, a survey.ACM Computing Surveys, 56(12):1–39, 2024

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:31.975918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 23c1314f-b0f2-4e6e-96f3-05dd4da8282f · outbound

This paper cites Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.411480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0966fb4e-46f8-405d-94c6-c17605f07f49 · outbound

This paper cites <|im_start|>system\nYou are a helpful assistant.<|im_end|>\n<|im_start|>user\n Please reason step by step, and put your final answer within \\boxed{}.\n.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs <|im_start|>system\nYou are a helpful assistant.<|im_end|>\n<|im_start|>user\n Please reason step by step, and put your final answer within \\boxed{}.\n

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:31.966103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation d8debbd6-2e43-457e-bc38-1d072ce2fcc0 · inbound

Is Your Model Thinking or Just Stagnating? PUMA: Diagnosing Reasoning Pathology via Phase-Momentum Alignment cites this paper.

Is Your Model Thinking or Just Stagnating? PUMA: Diagnosing Reasoning Pathology via Phase-Momentum Alignment CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs

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