Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:35:40.491600Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 100 of 126 outbound references and 1 inbound Pith citation observation for arXiv:2506.05295.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:35:40.491600Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T04:22:25.964561Z
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 126 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2f3e5c08-4b7f-4a64-9ad0-b414ae9c58c3 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Aggarwal and S
Reference 1
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Agrawal and R
Reference 2
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms What learning algorithm is in-context learning? Investigations with linear models
Reference 3
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Alberti, N
Reference 4
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Observation e4fb750f-102f-4691-8869-fa8a05a9f380 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Exploring Length Generalization in Large Language Models
Reference 5
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Observation db6b70ca-1927-4cee-9d81-fdcee9e4906c · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection
Reference 6
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Barak, B
Reference 7
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Bhattamishra, K
Reference 8
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Bhattamishra, A
Reference 9
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms On the Query Complexity of Verifier-Assisted Language Generation
Reference 10
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
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Observation 2275c98d-47de-486d-88b9-bad12c79ff27 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Brown, B
Reference 12
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Observation 482b234c-a524-4e1d-9df4-0d9af15a63e1 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Sparks of Artificial General Intelligence: Early experiments with GPT-4
Reference 13
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Observation 74021a57-a2ba-4b01-baf3-85f2bf8041da · outbound
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
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
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Observation b7a1d362-1761-40c3-873a-3c691b736e54 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 17
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Observation dfab8aa2-4878-443f-9a6a-d4b6701345e3 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 18
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Observation 5af40747-56fa-4d67-9220-efb53c98b8fa · outbound
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
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Observation 54d6edcd-869e-4109-9a4b-7b8632255b4e · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms PaLM: Scaling Language Modeling with Pathways
Reference 20
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Observation ec4cb032-a0d4-4748-a4c6-bc5f7706949e · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Training Verifiers to Solve Math Word Problems
Reference 21
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Observation a2b22f4e-3b74-4c37-8b7f-0ef28e015ff7 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Codeforces, 2025
Reference 22
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Observation c55f0859-3091-4791-a80c-53eca61869e0 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks
Reference 23
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Observation 40769fa7-3b14-4c0f-8342-99c3d0a02007 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning
Reference 24
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Universal Transformers
Reference 25
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Observation b2c8bbb8-2a9e-409f-ad45-55440e7df1c6 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 26
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Observation 021dba63-6778-4da3-9862-d577bddc0d98 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Elhage, N
Reference 27
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Observation 89ba6b50-d8a4-4413-908d-6b3bc2fc1448 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Even-Dar, S
Reference 28
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Observation 6bcc1ea4-2d35-48fc-85e6-56a3f7944a39 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 29
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Observation bd1cf12c-0a9d-4040-8465-c2e8df431de4 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms The Statistical Complexity of Interactive Decision Making
Reference 30
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Observation 943f917c-130f-447d-8d1c-4d5ef017f6f0 · outbound
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
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 32
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Observation 723c52f5-ffcc-491a-8f30-bc2fb20c0fbf · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Contextual Position Encoding: Learning to Count What's Important
Reference 33
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Observation 06b40dc0-b689-497f-aebd-f91588eb408b · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Aime problems and solutions, 2025
Reference 34
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Observation 97fa64f4-06d4-4412-8193-798e114dd181 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 35
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Observation 6a4ac736-81fc-45f6-ac39-2215efc3dcec · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 36
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Observation ad86ca89-93cd-4b56-97ab-2b939c7db808 · outbound
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
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
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
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
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
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
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
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
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
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Kimi k1.5: Scaling reinforcement learning with llms
Reference 46
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Observation ef43cc52-812b-49f7-bfaf-35e3f5e5dccf · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 47
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Training Language Models to Self-Correct via Reinforcement Learning
Reference 48
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Observation c743a498-5b12-4980-b2b0-8284d1d5795d · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Can Vision Transformers Perform Convolution?
Reference 49
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Observation 16c3f123-7a4d-466d-abea-28441e90bca0 · outbound
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
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
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
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
Sample Complexity and Representation Ability of Test-time Scaling Paradigms On the Expressive Power of Self-Attention Matrices
Reference 54
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Observation c84e3eb6-9af2-4682-a82d-4f7318704b19 · outbound
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
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 56
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Transformers Learn Shortcuts to Automata
Reference 57
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Observation 694fef25-e6bf-41ac-9e9e-9291934d416a · outbound
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
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
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
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Observation c292316a-99d1-42cf-aa41-7fda59bf8236 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms The Expressive Power of Transformers with Chain of Thought
Reference 61
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Observation 3599870d-bb19-4738-ad26-8cd80699efac · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Munkhbat, N
Reference 62
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Observation ecdb5e1a-1db2-4943-9c05-5a38c69d2141 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Nguyen, D
Reference 63
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Observation f7ee8b3b-c52b-47c4-a84e-d3f4e7790834 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms In-context Learning and Induction Heads
Reference 64
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Openai o1 system card
Reference 65
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Openai o3-mini, 2024
Reference 66
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Observation e97dbf00-9c27-4fdc-9bea-58eb7a4622d6 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Paszke, S
Reference 67
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Observation 874fb3e4-66b9-4b70-b8f1-96bf68a8c1b7 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Pérez, P
Reference 68
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Observation 0188bac7-0a53-41cd-83a6-9e03b6aac7d9 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Petrov, P
Reference 69
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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
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning
Reference 71
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Russo and B
Reference 72
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Observation 0a6b5194-bf95-45fd-8e2f-e3162dd023bf · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 73
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Scaling Test-Time Compute Without Verification or RL is Suboptimal
Reference 74
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 75
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Observation 27ffa459-7ec3-4804-94b0-db9d74f7c7c2 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 76
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 77
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models
Reference 78
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 79
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Observation 17048fba-47d6-45a5-938e-dcb5b784ee91 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 80
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Transformers learn in-context by gradient descent
Reference 81
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms V on Oswald, E
Reference 82
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Observation 7275694a-aac1-4dd5-9ea7-cd6dfa7275e3 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 83
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 84
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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
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 86
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Observation 6cbddfe8-df0b-4c4a-ae4d-3169810c82a0 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 87
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Welleck, X
Reference 88
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Observation bfb93d00-b598-4a93-988a-e1613a0fc9d4 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 89
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Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 90
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Observation f735c041-e7ea-4857-861b-2fc035b4d1ec · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 91
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Observation ad43dd9e-c77f-4f94-acb1-bcc1d48d619b · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Efficient Streaming Language Models with Attention Sinks
Reference 92
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Observation e8a684b5-ad3e-43b9-ae7f-ad43e187c278 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Qwen3 Technical Report
Reference 93
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Observation d88f27d7-9d47-4d18-a19f-e753dfa35181 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Self-Attention Networks Can Process Bounded Hierarchical Languages
Reference 94
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Observation 599c1a9b-342d-419c-8457-6a7b5f83da82 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Unresolved cited work
Reference 95
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8133bf3c-f6d6-434a-b809-3f67a0614823 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Zaheer, G
Reference 96
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bb0549b3-c6cb-424d-a49f-3835fa3f7a45 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Zhang, S
Reference 97
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fa0cbc38-aef4-48de-b254-95a7d48bd7f7 · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position
Reference 98
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7ff12146-2fd6-421e-bddb-b55a01cf3faa · outbound
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
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Observation 82306cf7-ce89-4c96-b157-f279126f2aac · outbound
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Zhang, M
Reference 100
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6b824123-21a2-4d22-b7c8-e95d071e2567 · inbound
Optimal Bayesian Stopping for Efficient Inference of Consistent LLM Answers Sample Complexity and Representation Ability of Test-time Scaling Paradigms
Reference 8
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