Paper Citation Record · LEDGER

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning

As of 7 August 2026, this Paper Citation Record lists 100 of 106 outbound references and 3 inbound Pith citation observations for arXiv:2506.04611.

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

pith.paper-citation-record.v1
2506.04611 v1

Coverage vector

measured 100 of 106 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:42:41.117535Z

measured 103 of 103 standing notices

One-hop event checks from named stored sources.

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

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:18:02.099873Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T23:10:50.459351Z

Reference resolution

100 of 106 outbound references displayed

verified exact1
verified fuzzy0
unresolved99
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6e8d387f-a6da-4c46-b9fe-1d5ef8180b5e · outbound

This paper cites Program Synthesis with Large Language Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Program Synthesis with Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.148738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93347ef0-eb8d-4aaa-904b-c477041977f3 · outbound

This paper cites https://huggingface.co/spaces/HuggingFaceH4/blogpost-scaling-test-time-compute Scaling test-time compute with open models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning https://huggingface.co/spaces/HuggingFaceH4/blogpost-scaling-test-time-compute Scaling test-time compute with open models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.159318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 643c0ace-e752-4129-8e73-38e25fcc4a27 · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.170153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5be3e27-449a-4cd6-81b7-0ce34f474c07 · outbound

This paper cites Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.180338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acded854-0c1c-4d47-859b-15e2c9f9389d · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.208686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68689655-df8b-4d92-813d-130ea47e1f3a · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.267785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a7f1582-2979-4660-b00a-54095f39901b · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Evaluating Large Language Models Trained on Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.319854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef927f51-9a11-4eb3-b769-ccc3daf14a5c · outbound

This paper cites Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.359811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ded7c1a8-ab42-476d-abdf-50dfc36b0c96 · outbound

This paper cites Reasoning models don’t always say what they think.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Reasoning models don’t always say what they think

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.416248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f52f7de7-e3eb-4b01-a8da-52cb83294593 · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.460075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73e3379e-3726-4143-b823-83e8b0c4c01a · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.510596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52b2afaf-edce-447a-ad7c-39845125bf6a · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning PaLM: Scaling Language Modeling with Pathways

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.578372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24f08522-9152-4cba-b224-cca7bf90f1fc · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.616317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a4dc3b2-86db-4acc-8377-b356a7fc01c2 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Training Verifiers to Solve Math Word Problems

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.658750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b798fbed-c933-4e7e-86aa-eccffeeaf0e1 · outbound

This paper cites One-Minute Video Generation with Test-Time Training.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning One-Minute Video Generation with Test-Time Training

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.719212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fa82611-6f4b-4432-a2ab-2d773af7223a · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.773838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c08c6b92-65f7-404b-9c48-ce78df36c72e · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.827936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3deda6c-7539-4f19-8d01-abc1eb4a1c46 · outbound

This paper cites Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.897324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18120ede-4292-42cf-9e1e-6149e61a21c4 · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.923917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35e7b365-250a-4634-b96e-a7e534e7b8db · outbound

This paper cites Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:38.944246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 453b2cef-f66d-4b25-afda-ab3bf04f6dd5 · outbound

This paper cites PAL: Program-aided Language Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning PAL: Program-aided Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.003627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45072a63-db14-4b7c-9a5b-6f2a58b0c148 · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.065471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a734589-8f92-48a9-b25d-56e36e6999b1 · outbound

This paper cites Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.115854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45ecc6e5-af7d-400b-a1d4-cdc3babe4785 · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Training Large Language Models to Reason in a Continuous Latent Space

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.183707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6ffeb5f-627e-497c-bd90-c679666d892e · outbound

This paper cites OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.223493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cf57690-8d6d-4435-b797-0aba014feeda · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.283903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7409eca-810a-4600-a0cb-395c70914c23 · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.338678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1ffbad8-db98-4112-a660-76358dd6d794 · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.429558Z

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Unavailable: canonical work link unavailable.

Observation 734dd7ba-1605-4179-a7b5-f9c1ef6a5d3e · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.512951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9916fd3e-f020-4fb2-99a3-552e3d4eab35 · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.583605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e02b7eb-4348-41a1-88e9-bd480b7af254 · outbound

This paper cites Training Compute-Optimal Large Language Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Training Compute-Optimal Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.620713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37be0106-fbb6-4f54-b9de-393ed144fb01 · outbound

This paper cites Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.679434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c06fc9b-2a05-402e-82ec-78bfa3c8caf7 · outbound

This paper cites Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.725868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dc60cc1-3c86-4670-a257-916140911fbe · outbound

This paper cites Efficient Test-Time Scaling via Self-Calibration.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Efficient Test-Time Scaling via Self-Calibration

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.758921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c0353aa-28ea-4756-a534-246b4d84a5bd · outbound

This paper cites Transformers Learn to Implement Multi-step Gradient Descent with Chain of Thought.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Transformers Learn to Implement Multi-step Gradient Descent with Chain of Thought

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.805726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b97fc184-a575-47f9-b884-c1cc5573774d · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.856908Z

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Observation e3f336e1-cea1-40cf-835f-3a0958c014f1 · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.904874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a9a2226-7aba-4f42-a4ed-6afbdb4d2f1e · outbound

This paper cites Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:39.955681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95b403b0-84cf-4085-a561-32070d471682 · outbound

This paper cites Equitable Access to Justice: Logical LLMs Show Promise.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Equitable Access to Justice: Logical LLMs Show Promise

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.003764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f423d651-7326-4983-9e50-679b0d691cac · outbound

This paper cites Scaling Laws for Neural Language Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Scaling Laws for Neural Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.047570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8a86d91-764b-4a1a-851a-b050e2c0bc2e · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.083588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d49249a7-0d70-47bd-9856-88bbec989c46 · outbound

This paper cites Latent Thought Models with Variational Bayes Inference-Time Computation.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Latent Thought Models with Variational Bayes Inference-Time Computation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.135106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b349a1d-4ffd-4daa-a04f-9fe1ca9f433b · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.170031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1831baf2-6543-40a3-afc1-9ce45845602b · outbound

This paper cites LLM Post-Training: A Deep Dive into Reasoning Large Language Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning LLM Post-Training: A Deep Dive into Reasoning Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.220607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5948cec6-e4f5-4031-8dd5-45a28c2a155f · outbound

This paper cites S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.265834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7dccd11-eb1b-4acb-8f82-f1c1511045ea · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.354165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c18aef9-f609-4a3b-a08f-9580192c021e · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.445103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b4028af-ce03-4b22-b898-74dfe0001969 · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Chain of Thought Empowers Transformers to Solve Inherently Serial Problems

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.536084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31e3160b-56a6-44a1-8715-1b53dac5ad8a · outbound

This paper cites Let's Verify Step by Step.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Let's Verify Step by Step

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.627408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cb023e1-d223-4c28-af77-7c6fb6e80cf0 · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.715212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a7c9cd2-6ba5-4a3c-85f3-dbecf690681f · outbound

This paper cites Sleep-time Compute: Beyond Inference Scaling at Test-time.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Sleep-time Compute: Beyond Inference Scaling at Test-time

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.784564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10c8282e-f407-4262-90df-c38749b5d01e · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.863345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48788e9f-4700-4a99-b50f-d5541c2ea74e · outbound

This paper cites Transformers Learn Shortcuts to Automata.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Transformers Learn Shortcuts to Automata

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.932026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b14daabd-a966-4ec4-ba5a-f2c53e76b720 · outbound

This paper cites Knowledge Distillation with Training Wheels.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Knowledge Distillation with Training Wheels

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.936562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5881c20-ba9c-443e-9291-a9218cb2162d · outbound

This paper cites Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.940953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8d3198f-2d67-4eee-9761-065cb9519fb9 · outbound

This paper cites Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.944910Z

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Observation 0e70dabd-0a41-40e2-973d-c8e69bc66fea · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.949320Z

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Observation 2a584604-e8ae-4caf-9820-3665a79d0a45 · outbound

This paper cites Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.953105Z

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Observation 5e40b858-a1eb-4ddf-9fd4-7b8bfcce90be · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.957354Z

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Observation 9a089e98-5cb9-41c9-905a-a9c70d8b3d82 · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning The Expressive Power of Transformers with Chain of Thought

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.961024Z

Source-reported events for the cited work

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Observation 3bd82ce2-07e1-4b78-9709-0bbb1ce72e7f · outbound

This paper cites GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.964630Z

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Observation 2182539b-505d-4ca3-aaaf-b2657f45872e · outbound

This paper cites Cosmos World Foundation Model Platform for Physical AI.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Cosmos World Foundation Model Platform for Physical AI

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.968572Z

Source-reported events for the cited work

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Observation 723bd558-ffe2-496d-9a4b-8971addb009a · outbound

This paper cites GPT-4 Technical Report.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning GPT-4 Technical Report

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.972778Z

Source-reported events for the cited work

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Observation 37549428-c772-4a54-ad90-92ce3f40f71c · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.976545Z

Source-reported events for the cited work

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Observation 9a6c2e9c-7b98-4bb2-886f-22648058fba9 · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.980662Z

Source-reported events for the cited work

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Observation 25187283-2789-43d2-bb10-3d4dbaa2f15a · outbound

This paper cites A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.984595Z

Source-reported events for the cited work

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Observation a2f2497a-d16e-42e1-b276-e354380e7ca3 · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.988791Z

Source-reported events for the cited work

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Observation 5ece831f-5459-469e-af83-01d6f0ccb08a · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.992654Z

Source-reported events for the cited work

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Observation c451a3c1-472c-450e-8c76-9c3266b64e19 · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:40.996227Z

Source-reported events for the cited work

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Observation fe31c592-2264-4234-ae9a-b9e2f6477b63 · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.000156Z

Source-reported events for the cited work

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Observation 62b1eda7-a23e-4f93-84c0-fa9ef17a0c00 · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.003844Z

Source-reported events for the cited work

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Observation 18061a33-6d38-444c-a42b-f0c2ea9aecab · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.007466Z

Source-reported events for the cited work

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Observation 50f7614f-df43-4b46-b11c-55a5faa55804 · outbound

This paper cites Reasoning with Latent Thoughts: On the Power of Looped Transformers.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Reasoning with Latent Thoughts: On the Power of Looped Transformers

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.011502Z

Source-reported events for the cited work

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Observation c5cb6b72-cbe8-4b35-8f4d-b19e3acc3ea8 · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Scaling Test-Time Compute Without Verification or RL is Suboptimal

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.015386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 446a8264-acb0-4ae6-90bc-642b313bf6f9 · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.019362Z

Source-reported events for the cited work

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Observation 5e535acb-da1f-4c43-9b0c-23df43c80594 · outbound

This paper cites Distilling Reasoning Capabilities into Smaller Language Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Distilling Reasoning Capabilities into Smaller Language Models

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.023501Z

Source-reported events for the cited work

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Observation 94bef829-d077-47b8-b1f4-47b4db8ae782 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.027590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b1714ab-04b6-494b-9ce8-17314c64e0df · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.031155Z

Source-reported events for the cited work

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Observation bb58430f-8c00-41e8-aeb6-312f0e22a192 · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.035137Z

Source-reported events for the cited work

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Observation 2a3c3d02-69f4-40f6-8b0b-f724c66ca3fb · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.039202Z

Source-reported events for the cited work

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Observation 76b82e08-3658-4aca-9b5d-f80f9e8f470f · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.043564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae156f52-9e11-4860-a824-3bb924b22d52 · outbound

This paper cites Think Twice: Enhancing LLM Reasoning by Scaling Multi-round Test-time Thinking.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Think Twice: Enhancing LLM Reasoning by Scaling Multi-round Test-time Thinking

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.046999Z

Source-reported events for the cited work

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Observation 34e36404-aa2b-42b4-a444-4a6c8b13f947 · outbound

This paper cites A Survey on Post-training of Large Language Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning A Survey on Post-training of Large Language Models

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.050774Z

Source-reported events for the cited work

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Observation 597c81de-f716-4997-8db9-0e9abb590ef9 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning LLaMA: Open and Efficient Foundation Language Models

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.054311Z

Source-reported events for the cited work

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Observation be2d6a00-891a-44c9-be75-3b3e6a59662d · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.058254Z

Source-reported events for the cited work

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Observation 3d281e0f-b2ff-4014-b741-93bea9901bdc · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 86

Resolution: verified exact; raw_fallback, observed 2026-08-07T10:42:41.717034Z

Source-reported events for the cited work

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

Observation 7a37e095-e299-45a0-a0a2-4aad1b7d1c30 · outbound

This paper cites Mixture-of-Agents Enhances Large Language Model Capabilities.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Mixture-of-Agents Enhances Large Language Model Capabilities

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.065982Z

Source-reported events for the cited work

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Observation a7bf743c-a242-49ce-b3a0-dce2390b0ed4 · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.070086Z

Source-reported events for the cited work

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Observation 2c71ec19-6c85-4b64-b0ed-1d49d59249c8 · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.074404Z

Source-reported events for the cited work

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Observation 1ee8749a-ba28-4f9b-870c-983e93066c8e · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.078344Z

Source-reported events for the cited work

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Observation 169aae46-5f0f-469b-89dd-d35faa0f2fb6 · outbound

This paper cites From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.082119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a09a2f29-2492-42e0-b9f1-000907bd094a · outbound

This paper cites Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.085938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da008943-829e-4ff3-8ceb-52bae3e6855f · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.090168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 856fcad1-bc89-44ce-b870-36ee1e891331 · outbound

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

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Chain of Draft: Thinking Faster by Writing Less

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.093932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa5b6c02-f24d-4e96-be4f-8d0fa8ec7f1d · outbound

This paper cites an unresolved cited work.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.097606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19de073d-6d53-4fd1-9039-9762ac72ed75 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.101288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d7b29c5-91d4-442b-ba83-6c716e3d054a · outbound

This paper cites Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.105722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1c044e4-0d5c-4400-8ffb-00a8801ed183 · outbound

This paper cites Z1: Efficient Test-time Scaling with Code.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Z1: Efficient Test-time Scaling with Code

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.109566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c9a26b1-9450-4dfc-851b-4aab33de10b9 · outbound

This paper cites Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.113372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c2e7bc9-f5ec-4320-8900-64356e2132a6 · outbound

This paper cites Robotic Control via Embodied Chain-of-Thought Reasoning.

Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning Robotic Control via Embodied Chain-of-Thought Reasoning

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:41.117535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 90b49a83-d1f0-401b-998c-5e5d55a722b9 · inbound

From Exposure to Internalization: Dual-Stream Calibration for In-context Clinical Reasoning cites this paper.

From Exposure to Internalization: Dual-Stream Calibration for In-context Clinical Reasoning Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:10:50.484049Z

Source-reported events for the cited work

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

Observation 098ae905-fb5e-409a-bf9f-919c1204237b · inbound

It's the Decoding Format, Not the Perturbation: Auditing Consistency-Based Selection for Vision-Language Test-Time Scaling cites this paper.

It's the Decoding Format, Not the Perturbation: Auditing Consistency-Based Selection for Vision-Language Test-Time Scaling Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:37.906068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c5fbaca-f5d4-4a6e-8476-77dc31f4d868 · inbound

It's the Decoding Format, Not the Perturbation: Auditing Consistency-Based Selection for Vision-Language Test-Time Scaling cites this paper.

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T04:18:02.099873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.