Paper Citation Record · LEDGER

Sample Complexity and Representation Ability of Test-time Scaling Paradigms

As of 19 August 2026, this Paper Citation Record lists 100 of 126 outbound references and 2 inbound Pith citation observations for arXiv:2506.05295.

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

pith.paper-citation-record.v1
2506.05295 v2

Coverage vector

measured 100 of 126 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:35:40.491600Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:41:28.715713Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T18:16:22.223912Z

Reference resolution

100 of 126 outbound references displayed

verified exact2
verified fuzzy5
unresolved93
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2f3e5c08-4b7f-4a64-9ad0-b414ae9c58c3 · outbound

This paper cites Aggarwal and S.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Aggarwal and S

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:31.263607Z

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Observation 1de233af-a246-42e9-bb67-92eeaba051b5 · outbound

This paper cites Agrawal and R.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Agrawal and R

Reference 2

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Observation 28e1641e-114d-4055-b832-26a353897eb3 · outbound

This paper cites What learning algorithm is in-context learning? Investigations with linear models.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms What learning algorithm is in-context learning? Investigations with linear models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:31.465418Z

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Observation 0c7b0ce5-8de4-40e8-9822-850fef468f15 · outbound

This paper cites Alberti, N.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Alberti, N

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:31.594408Z

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Observation e4fb750f-102f-4691-8869-fa8a05a9f380 · outbound

This paper cites Exploring Length Generalization in Large Language Models.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Exploring Length Generalization in Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:31.656942Z

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Observation db6b70ca-1927-4cee-9d81-fdcee9e4906c · outbound

This paper cites Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:31.737627Z

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Observation bf123c51-6290-4af2-a030-68c5e2c85f7f · outbound

This paper cites Barak, B.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Barak, B

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:31.806231Z

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Observation 2503599d-69f7-4665-b20c-5fdd226677f7 · outbound

This paper cites Bhattamishra, K.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Bhattamishra, K

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:31.882392Z

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Observation 091790ee-7c61-4915-b7fc-6a13aa7ac6cf · outbound

This paper cites Bhattamishra, A.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Bhattamishra, A

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:31.947397Z

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Observation 8b46d700-18f4-4b04-8681-1e2041bef902 · outbound

This paper cites On the Query Complexity of Verifier-Assisted Language Generation.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms On the Query Complexity of Verifier-Assisted Language Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:32.017681Z

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Observation 20be0fd3-1b07-403a-b099-4abe818dbcfd · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:32.089958Z

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Observation 2275c98d-47de-486d-88b9-bad12c79ff27 · outbound

This paper cites Brown, B.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Brown, B

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:32.162556Z

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Observation 482b234c-a524-4e1d-9df4-0d9af15a63e1 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:32.246474Z

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Observation 74021a57-a2ba-4b01-baf3-85f2bf8041da · outbound

This paper cites Carpentier and M.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Carpentier and M

Reference 14

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Observation e23e8ca9-4f63-4fff-9e48-a9e4293bc367 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 15

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Observation 858e4c18-6af0-4fe3-b506-9b3e4d0a970a · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 16

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Observation b7a1d362-1761-40c3-873a-3c691b736e54 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:32.568071Z

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Observation dfab8aa2-4878-443f-9a6a-d4b6701345e3 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:32.640433Z

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Observation 5af40747-56fa-4d67-9220-efb53c98b8fa · outbound

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

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:32.731434Z

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Observation 54d6edcd-869e-4109-9a4b-7b8632255b4e · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms PaLM: Scaling Language Modeling with Pathways

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:32.809555Z

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Observation ec4cb032-a0d4-4748-a4c6-bc5f7706949e · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Training Verifiers to Solve Math Word Problems

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:32.887559Z

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Observation a2b22f4e-3b74-4c37-8b7f-0ef28e015ff7 · outbound

This paper cites Codeforces, 2025.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Codeforces, 2025

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:32.988736Z

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Observation c55f0859-3091-4791-a80c-53eca61869e0 · outbound

This paper cites The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:33.109279Z

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Observation 40769fa7-3b14-4c0f-8342-99c3d0a02007 · outbound

This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:33.176881Z

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Observation fdb5f5fe-cd42-4fac-97bc-025a2535bd69 · outbound

This paper cites Universal Transformers.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Universal Transformers

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:33.244473Z

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Observation b2c8bbb8-2a9e-409f-ad45-55440e7df1c6 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:33.308916Z

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Observation 021dba63-6778-4da3-9862-d577bddc0d98 · outbound

This paper cites Elhage, N.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Elhage, N

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:33.381333Z

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Observation 89ba6b50-d8a4-4413-908d-6b3bc2fc1448 · outbound

This paper cites Even-Dar, S.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Even-Dar, S

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:33.453414Z

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Observation 6bcc1ea4-2d35-48fc-85e6-56a3f7944a39 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:33.525299Z

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Observation bd1cf12c-0a9d-4040-8465-c2e8df431de4 · outbound

This paper cites The Statistical Complexity of Interactive Decision Making.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms The Statistical Complexity of Interactive Decision Making

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:33.596382Z

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Observation 943f917c-130f-447d-8d1c-4d5ef017f6f0 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 31

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Observation d5cc0dee-ce08-49d9-8da3-45b3b1d4d2da · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:33.738818Z

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Observation 723c52f5-ffcc-491a-8f30-bc2fb20c0fbf · outbound

This paper cites Contextual Position Encoding: Learning to Count What's Important.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Contextual Position Encoding: Learning to Count What's Important

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:33.813693Z

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Observation 06b40dc0-b689-497f-aebd-f91588eb408b · outbound

This paper cites Aime problems and solutions, 2025.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Aime problems and solutions, 2025

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:33.877217Z

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Observation 97fa64f4-06d4-4412-8193-798e114dd181 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:33.947988Z

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Observation 6a4ac736-81fc-45f6-ac39-2215efc3dcec · outbound

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

Sample Complexity and Representation Ability of Test-time Scaling Paradigms DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:34.032473Z

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Observation ad86ca89-93cd-4b56-97ab-2b939c7db808 · outbound

This paper cites Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation

Reference 37

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Observation 6ec6f102-13e7-46ed-97ab-af56dc5b6636 · outbound

This paper cites Hendrycks, C.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Hendrycks, C

Reference 38

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Observation 9dfd9165-162b-42a4-897c-05f8306f0f18 · outbound

This paper cites Hoffmann, S.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Hoffmann, S

Reference 39

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Observation 179cc3d2-eb8c-4a8f-a54d-9aa6771e01ee · outbound

This paper cites Self-Improvement in Language Models: The Sharpening Mechanism.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Self-Improvement in Language Models: The Sharpening Mechanism

Reference 40

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Observation 70054a29-98fc-4f92-a128-d32fa43feaf5 · outbound

This paper cites Huang, Z.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Huang, Z

Reference 41

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Observation a75a2e96-6125-435e-9c26-c33295925585 · outbound

This paper cites Irvine, D.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Irvine, D

Reference 42

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Observation 21b8c1d9-1c7c-4390-944c-d9ea5a01a8b0 · outbound

This paper cites Jamieson, M.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Jamieson, M

Reference 43

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Observation 8cf32611-8da9-4622-b25e-3dd195b04329 · outbound

This paper cites A Theory of Learning with Autoregressive Chain of Thought.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms A Theory of Learning with Autoregressive Chain of Thought

Reference 44

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Observation 97b8dd5e-2252-4a28-87ec-3b9e7e7f29eb · outbound

This paper cites Scaling Laws for Neural Language Models.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Scaling Laws for Neural Language Models

Reference 45

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Observation 3ee7183e-8ffb-4161-a745-8252c340e21d · outbound

This paper cites Kimi k1.5: Scaling reinforcement learning with llms.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Kimi k1.5: Scaling reinforcement learning with llms

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:35.657484Z

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Observation ef43cc52-812b-49f7-bfaf-35e3f5e5dccf · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 47

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Observation 56477224-28ca-472a-aa3f-317d8037ed91 · outbound

This paper cites Training Language Models to Self-Correct via Reinforcement Learning.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Training Language Models to Self-Correct via Reinforcement Learning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:35.784058Z

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Observation c743a498-5b12-4980-b2b0-8284d1d5795d · outbound

This paper cites Can Vision Transformers Perform Convolution?.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Can Vision Transformers Perform Convolution?

Reference 49

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 16c3f123-7a4d-466d-abea-28441e90bca0 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 50

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Observation 159f012e-4ba7-4d5c-951b-b77bf004f129 · outbound

This paper cites The Closeness of In-Context Learning and Weight Shifting for Softmax Regression.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms The Closeness of In-Context Learning and Weight Shifting for Softmax Regression

Reference 51

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Observation 8c9458b0-7231-457e-a351-c925cd446f16 · outbound

This paper cites Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines

Reference 52

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Observation dd605a39-25f2-4fb6-82f8-2c5c2efc2bc2 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 53

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Observation dae4161d-c791-40f6-9e6c-693df28b69e8 · outbound

This paper cites On the Expressive Power of Self-Attention Matrices.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms On the Expressive Power of Self-Attention Matrices

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:36.139688Z

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Observation c84e3eb6-9af2-4682-a82d-4f7318704b19 · outbound

This paper cites Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining

Reference 55

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Observation 05479253-802e-4601-9dad-9a36a841c970 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 56

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Observation 57831585-3380-467f-adc1-c3cd17489a82 · outbound

This paper cites Transformers Learn Shortcuts to Automata.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Transformers Learn Shortcuts to Automata

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:36.314306Z

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Observation 694fef25-e6bf-41ac-9e9e-9291934d416a · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 58

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Observation 7ebaf380-6631-493b-b7fc-dc84b66ee6a1 · outbound

This paper cites Madaan, N.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Madaan, N

Reference 59

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Observation 1279af67-3c47-4d21-8d3c-00eb0a553762 · outbound

This paper cites Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:36.527726Z

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Observation c292316a-99d1-42cf-aa41-7fda59bf8236 · outbound

This paper cites The Expressive Power of Transformers with Chain of Thought.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms The Expressive Power of Transformers with Chain of Thought

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:36.615180Z

Source-reported events for the cited work

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Observation 3599870d-bb19-4738-ad26-8cd80699efac · outbound

This paper cites Munkhbat, N.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Munkhbat, N

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:36.679835Z

Source-reported events for the cited work

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Observation ecdb5e1a-1db2-4943-9c05-5a38c69d2141 · outbound

This paper cites Nguyen, D.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Nguyen, D

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:36.795119Z

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Observation f7ee8b3b-c52b-47c4-a84e-d3f4e7790834 · outbound

This paper cites In-context Learning and Induction Heads.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms In-context Learning and Induction Heads

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:36.937388Z

Source-reported events for the cited work

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Observation 73f99fd1-7880-48e9-a5fa-fb147f70ba08 · outbound

This paper cites Openai o1 system card.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Openai o1 system card

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:37.062418Z

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Observation 8fa25975-9cce-42b8-84ea-39077102d11c · outbound

This paper cites Openai o3-mini, 2024.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Openai o3-mini, 2024

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:37.211354Z

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Observation e97dbf00-9c27-4fdc-9bea-58eb7a4622d6 · outbound

This paper cites Paszke, S.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Paszke, S

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:37.289631Z

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Observation 874fb3e4-66b9-4b70-b8f1-96bf68a8c1b7 · outbound

This paper cites Pérez, P.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Pérez, P

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:37.377227Z

Source-reported events for the cited work

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Observation 0188bac7-0a53-41cd-83a6-9e03b6aac7d9 · outbound

This paper cites Petrov, P.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Petrov, P

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:37.460343Z

Source-reported events for the cited work

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Observation f62bbeb3-0f23-42d8-839b-adc3b227546e · outbound

This paper cites TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:37.529991Z

Source-reported events for the cited work

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Observation c2f3e066-ffe6-42d3-8866-d5cb62a0cfe3 · outbound

This paper cites Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:37.612022Z

Source-reported events for the cited work

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Observation fc647274-7564-4c63-92b5-05e8b957c27b · outbound

This paper cites Russo and B.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Russo and B

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:37.723626Z

Source-reported events for the cited work

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Observation 0a6b5194-bf95-45fd-8e2f-e3162dd023bf · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:37.849260Z

Source-reported events for the cited work

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Observation e0e4fd3c-792e-4adf-918e-215295894e38 · outbound

This paper cites Scaling Test-Time Compute Without Verification or RL is Suboptimal.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Scaling Test-Time Compute Without Verification or RL is Suboptimal

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:37.965006Z

Source-reported events for the cited work

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Observation 74917599-b916-4d9c-9711-2be70fff4475 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:38.061920Z

Source-reported events for the cited work

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Observation 27ffa459-7ec3-4804-94b0-db9d74f7c7c2 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:38.151238Z

Source-reported events for the cited work

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Observation e99cc63f-d617-458b-84c9-87bd9150003c · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:38.268748Z

Source-reported events for the cited work

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Observation 1c0905cb-9aa6-41d5-ac77-19d69cfcfcb6 · outbound

This paper cites Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:38.336495Z

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Observation 6abea978-665d-4298-9dc4-df11e4502e28 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:38.435625Z

Source-reported events for the cited work

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Observation 17048fba-47d6-45a5-938e-dcb5b784ee91 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:38.518593Z

Source-reported events for the cited work

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Observation 609e8753-af36-4bf4-9a0c-47b8338a16eb · outbound

This paper cites Transformers learn in-context by gradient descent.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Transformers learn in-context by gradient descent

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:38.610485Z

Source-reported events for the cited work

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Observation 4660a8ba-ba40-4365-906d-f00d5957c680 · outbound

This paper cites V on Oswald, E.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms V on Oswald, E

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:35:51.621762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7275694a-aac1-4dd5-9ea7-cd6dfa7275e3 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:35:51.402933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 051ea6f7-db63-4440-b59a-77bade0bfa5c · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:35:51.221045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation efaa6c35-3461-45d9-8c86-d68e68440617 · outbound

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

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:39.099727Z

Source-reported events for the cited work

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Observation ca8584d1-5d9b-4b87-b9e3-98c0caa726df · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:35:51.023225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6cbddfe8-df0b-4c4a-ae4d-3169810c82a0 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:39.314383Z

Source-reported events for the cited work

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Observation d3ceb4eb-f44a-4f31-bcd2-03ea29dc5941 · outbound

This paper cites Welleck, X.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Welleck, X

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:35:50.802238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bfb93d00-b598-4a93-988a-e1613a0fc9d4 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:35:50.591933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4ed96abe-1c07-4dcd-b40d-731add360c15 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:35:50.083780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f735c041-e7ea-4857-861b-2fc035b4d1ec · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:35:49.717851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ad43dd9e-c77f-4f94-acb1-bcc1d48d619b · outbound

This paper cites Efficient Streaming Language Models with Attention Sinks.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Efficient Streaming Language Models with Attention Sinks

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:39.777704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8a684b5-ad3e-43b9-ae7f-ad43e187c278 · outbound

This paper cites Qwen3 Technical Report.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Qwen3 Technical Report

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:39.862646Z

Source-reported events for the cited work

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Observation d88f27d7-9d47-4d18-a19f-e753dfa35181 · outbound

This paper cites Self-Attention Networks Can Process Bounded Hierarchical Languages.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Self-Attention Networks Can Process Bounded Hierarchical Languages

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:39.945202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 599c1a9b-342d-419c-8457-6a7b5f83da82 · outbound

This paper cites an unresolved cited work.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:35:49.437700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8133bf3c-f6d6-434a-b809-3f67a0614823 · outbound

This paper cites Zaheer, G.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Zaheer, G

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:35:49.329955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bb0549b3-c6cb-424d-a49f-3835fa3f7a45 · outbound

This paper cites Zhang, S.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Zhang, S

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:35:49.142415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fa0cbc38-aef4-48de-b254-95a7d48bd7f7 · outbound

This paper cites HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position

Reference 98

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:35:43.492055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7ff12146-2fd6-421e-bddb-b55a01cf3faa · outbound

This paper cites A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:40.350270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82306cf7-ce89-4c96-b157-f279126f2aac · outbound

This paper cites Zhang, M.

Sample Complexity and Representation Ability of Test-time Scaling Paradigms Zhang, M

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:35:48.998776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 6b824123-21a2-4d22-b7c8-e95d071e2567 · inbound

Optimal Bayesian Stopping for Efficient Inference of Consistent LLM Answers cites this paper.

Optimal Bayesian Stopping for Efficient Inference of Consistent LLM Answers Sample Complexity and Representation Ability of Test-time Scaling Paradigms

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:25.964561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dea7c6c-8bc7-4201-9e34-c63fc62b73a2 · inbound

FiGuRO: Intrinsic Dimension Estimation for Multi-Modal Data cites this paper.

FiGuRO: Intrinsic Dimension Estimation for Multi-Modal Data Sample Complexity and Representation Ability of Test-time Scaling Paradigms

Reference 44

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T15:41:31.449634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.