Paper Citation Record · LEDGER

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

As of 22 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 2 inbound Pith citation observations for arXiv:2506.06008.

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

pith.paper-citation-record.v1
2506.06008 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:09:18.904384Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:54:17.276670Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T13:05:38.346684Z

Reference resolution

52 of 52 outbound references displayed

verified exact1
verified fuzzy8
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1b9d541f-e04c-4a15-9e3e-82817446353b · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.005415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be3516a7-98c0-489d-a9d1-1fd1c3c32e17 · outbound

This paper cites Piqa: Reasoning about physical commonsense in natural language.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Piqa: Reasoning about physical commonsense in natural language

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.014775Z

Source-reported events for the cited work

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Observation 3d58bc4a-6dbc-4369-aaae-82a6e8c60dc4 · outbound

This paper cites Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.069910Z

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Observation 363d33c3-2812-47f7-a457-78b7564ab0f5 · outbound

This paper cites Large language model-driven meta-structure discovery in heterogeneous information network.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Large language model-driven meta-structure discovery in heterogeneous information network

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:09:19.439258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 82e8f705-71d5-433c-ad73-ff51de2d8c0d · outbound

This paper cites Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.319798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bdd7e04-a82f-455d-a9b3-e3ba90f5761b · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.357582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f144698a-1b56-4a99-bf8a-5f148aea6d61 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Training Verifiers to Solve Math Word Problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.511833Z

Source-reported events for the cited work

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Observation 7e46ac0a-10e5-4f5a-bb20-6db3d219524a · outbound

This paper cites The Llama 3 Herd of Models.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.641061Z

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Observation f01a0502-b872-4466-9691-9693debff4e6 · outbound

This paper cites Detecting hallucinations in large language models using semantic entropy.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Detecting hallucinations in large language models using semantic entropy

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:09:19.428239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 29f35a7b-dca8-468f-a76d-c5c13546c6e2 · outbound

This paper cites Controlling Linguistic Style Aspects in Neural Language Generation.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Controlling Linguistic Style Aspects in Neural Language Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.744169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db3a57fb-a447-435b-a63a-c258525c90bd · outbound

This paper cites Rethinking External Slow-Thinking: From Snowball Errors to Probability of Correct Reasoning.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Rethinking External Slow-Thinking: From Snowball Errors to Probability of Correct Reasoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.749129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b77ef92-de1c-4e9e-9118-b07336a97d33 · outbound

This paper cites Did aristotle use a laptop? a question answering benchmark with implicit reasoning strategies.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Did aristotle use a laptop? a question answering benchmark with implicit reasoning strategies

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.754060Z

Source-reported events for the cited work

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Observation 3bdfb2a5-81ff-49af-9e46-c21fcf83efa7 · outbound

This paper cites FOLIO: Natural Language Reasoning with First-Order Logic.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models FOLIO: Natural Language Reasoning with First-Order Logic

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.758315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27ad4da7-e401-4834-88ce-949137ddeebb · outbound

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

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Training Large Language Models to Reason in a Continuous Latent Space

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.762669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c75f581-75d0-4ab0-83fe-c5d59441d014 · outbound

This paper cites Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.768633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0696fe37-6a7c-4012-be9e-f57bef12c6ed · outbound

This paper cites Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.772564Z

Source-reported events for the cited work

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Observation d37a0ee0-4872-4522-b557-1927ba285e25 · outbound

This paper cites Mistral 7B.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Mistral 7B

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.778899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93b309fd-0019-4814-8f5e-ae63e4f89eea · outbound

This paper cites LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.782339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ab29201-f3bd-494b-8ac5-7d7b700e3e90 · outbound

This paper cites S., Reid, M., Matsuo, Y., and Iwasawa, Y.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models S., Reid, M., Matsuo, Y., and Iwasawa, Y

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.786334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca9a9e98-4dc8-4063-acbf-77e8c5fde89c · outbound

This paper cites Measuring Faithfulness in Chain-of-Thought Reasoning.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Measuring Faithfulness in Chain-of-Thought Reasoning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.790171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b9a3ee6-0298-42a5-9de5-8bf90e3892af · outbound

This paper cites Contrastive Decoding: Open-ended Text Generation as Optimization.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Contrastive Decoding: Open-ended Text Generation as Optimization

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.793999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccab81b3-affc-4f89-abde-dc0d11258870 · outbound

This paper cites Chain of Thought Empowers Transformers to Solve Inherently Serial Problems.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Chain of Thought Empowers Transformers to Solve Inherently Serial Problems

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.797846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0539741c-71f3-4baf-8a1a-1e7beceaf4d8 · outbound

This paper cites Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.801709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d4fb08f-89ef-4ae4-aa5c-c40c66adfab0 · outbound

This paper cites Tuning Language Models for Robust Prediction of Diverse User Behaviors.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Tuning Language Models for Robust Prediction of Diverse User Behaviors

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-07T06:09:19.108021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b7d19ac7-6076-4584-a2ae-f741de9dd2f3 · outbound

This paper cites Learning to reason with llms, 2024 a.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Learning to reason with llms, 2024 a

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:09:19.402254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6ee8aaa5-214a-493a-9072-1ee296aec8c4 · outbound

This paper cites Hello gpt-4o, 2024 b.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Hello gpt-4o, 2024 b

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:09:19.388879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

This paper cites Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers.

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

Source-reported events for the cited work

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Observation 41c1fd2b-052f-4471-aa6b-e4cc21cdf4df · outbound

This paper cites Language models are unsupervised multitask learners.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Language models are unsupervised multitask learners

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.818148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cff6f0e-9aec-46d8-9443-aa86b1cea90a · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.821931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03771810-450a-414b-8672-ad354d0aacab · outbound

This paper cites Solving General Arithmetic Word Problems.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Solving General Arithmetic Word Problems

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.825689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14eb582e-1bd9-4b35-a8e2-daa853cce09c · outbound

This paper cites SocialIQA: Commonsense Reasoning about Social Interactions.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models SocialIQA: Commonsense Reasoning about Social Interactions

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.830143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13757d55-b4a4-4aeb-a828-f4ee582b6180 · outbound

This paper cites Synergy-of-Thoughts: Eliciting Efficient Reasoning in Hybrid Language Models.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Synergy-of-Thoughts: Eliciting Efficient Reasoning in Hybrid Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.833058Z

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Observation f88edfd0-9f00-4ec7-88aa-0855912b4c08 · outbound

This paper cites AgentSquare: Automatic LLM Agent Search in Modular Design Space.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models AgentSquare: Automatic LLM Agent Search in Modular Design Space

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.836505Z

Source-reported events for the cited work

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Observation 0ef05f64-011c-48b3-9756-e3cf77153e9a · outbound

This paper cites Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.840547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8482694b-7698-4b21-9f12-55abe4730d9f · outbound

This paper cites Division-of-thoughts: Harnessing hybrid language model synergy for efficient on-device agents.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Division-of-thoughts: Harnessing hybrid language model synergy for efficient on-device agents

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:09:19.365406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 50beabad-a179-4c42-9336-2dd27e8de991 · outbound

This paper cites Trusting Your Evidence: Hallucinate Less with Context-aware Decoding.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Trusting Your Evidence: Hallucinate Less with Context-aware Decoding

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.847845Z

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Observation 207995a8-b04d-4c37-8c73-2a79e8035db4 · outbound

This paper cites MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.851653Z

Source-reported events for the cited work

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Observation e0b9de13-2f35-481f-b8e4-7fa1e17b55b8 · outbound

This paper cites To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.855178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e04cc527-abe2-43ff-9660-420c23bb45e4 · outbound

This paper cites CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.859031Z

Source-reported events for the cited work

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Observation 982b663b-5fcc-49f4-b1f0-a8305621400b · outbound

This paper cites Diverse beam search for improved description of complex scenes.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Diverse beam search for improved description of complex scenes

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:09:19.347763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation baf7a07b-7520-4b4b-ad2f-faac2d4e86b9 · outbound

This paper cites Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.865615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cc3a0a0-4e42-4d9d-ac3c-7333afca9e9e · outbound

This paper cites Chain-of-Thought Reasoning Without Prompting.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Chain-of-Thought Reasoning Without Prompting

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.869124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03902df1-ae8e-4370-8dd6-5e8efcf372a2 · outbound

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

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.872734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cd71fbd-38f1-4b25-b4fa-00e04ce81260 · outbound

This paper cites A., Beltagy, I., et al.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models A., Beltagy, I., et al

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:09:19.325765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 66743bf4-4f95-4e58-be44-c889d7436f02 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.879081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b47fc467-91ab-4096-acc2-a3339d0ba436 · outbound

This paper cites V., Zhou, D., et al.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models V., Zhou, D., et al

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.882533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 615b0461-5d23-44db-8080-3f153aee8bf5 · outbound

This paper cites The spearman correlation formula.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models The spearman correlation formula

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T06:09:19.301443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9af2bd47-9f7b-4f8e-ac6b-95b6d8793e26 · outbound

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

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.889140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 750a8af5-2a8e-4133-9a07-86c04b298095 · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Tree of thoughts: Deliberate problem solving with large language models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.892266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 979de358-7b98-48f3-a05c-8e4bb7c463f0 · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Automatic Chain of Thought Prompting in Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.898118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e48c119-0629-4f5a-8bfa-b655e45f50ab · outbound

This paper cites AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.900758Z

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Unavailable: canonical work link unavailable.

Observation 4f457ca4-7323-4443-91e4-54b429d1d5af · outbound

This paper cites write newline.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models write newline

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T06:09:18.904384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 4e87dd64-f3a8-4d8c-8dc8-139296ce0f1a · 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 Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models

Reference 112

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:17.276670Z

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Observation 450733c3-4277-4466-9f9c-c87fa3680c09 · inbound

The Stepwise Informativeness Assumption: Why are Entropy Dynamics and Reasoning Correlated in LLMs? cites this paper.

The Stepwise Informativeness Assumption: Why are Entropy Dynamics and Reasoning Correlated in LLMs? Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-15T13:05:38.349029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.