Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:30:50.762746Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 93 of 93 outbound references and 0 inbound Pith citation observations for arXiv:2608.08020.
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 2026-08-15T14:30:50.762746Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
93 of 93 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation faac918d-2085-4bf2-b422-0ed1c9970e2d · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 1
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Observation a8ab2532-e7b0-4b74-a8c1-ff5332462cc2 · outbound
Thought-Level Beam Search for Reasoning 2023 , eprint=
Reference 2
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Observation 75c2fa74-b120-4c9f-a6de-ed33f67d27cb · outbound
Thought-Level Beam Search for Reasoning 2022 , eprint=
Reference 3
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Observation 30caa920-79ec-4adb-aa9b-5c8c3fa06d7b · outbound
Thought-Level Beam Search for Reasoning 2022 , eprint=
Reference 4
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Observation 93f8d766-77b2-482f-a228-fd8180a04267 · outbound
Thought-Level Beam Search for Reasoning 2024 , eprint=
Reference 5
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Observation 2cd424f5-3916-4347-9ef8-5d363cd6af9f · outbound
Thought-Level Beam Search for Reasoning 2023 , eprint=
Reference 6
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Observation ba56e0d2-1bf2-4adf-9da3-6f476acc961c · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 7
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Observation 68a22368-f1d2-4023-9ef6-51a3b58061d3 · outbound
Thought-Level Beam Search for Reasoning 2018 , eprint=
Reference 8
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Observation fb041044-9762-4928-8dbc-b94670b59966 · outbound
Thought-Level Beam Search for Reasoning 2014 , eprint=
Reference 9
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Observation 8c0f1bd2-37ee-4965-902f-1c963c1c0d76 · outbound
Reference 10
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Observation ff2c1fe4-c7c2-4a05-86c8-95bcac6d28bb · outbound
Thought-Level Beam Search for Reasoning 2023 , eprint=
Reference 11
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Observation 06f474f4-3e03-4cdc-910c-6dba66f466fb · outbound
Thought-Level Beam Search for Reasoning 2020 , eprint=
Reference 12
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Observation b43f4362-c1a2-456d-85e8-d5ac74b13e9a · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 13
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Observation f3913eb4-632c-4333-8b3d-8529382d971c · outbound
Thought-Level Beam Search for Reasoning The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=
Reference 14
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Observation e658c4ce-fc6d-42b9-b5d7-9b407b04aa80 · outbound
Thought-Level Beam Search for Reasoning 2024 , eprint=
Reference 15
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Observation 69482d4c-3202-476c-bd1e-022bfd08837c · outbound
Thought-Level Beam Search for Reasoning 2022 , eprint=
Reference 16
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Observation 7186d858-68eb-4422-a83c-a94baf94cd87 · outbound
Thought-Level Beam Search for Reasoning 2023 , eprint=
Reference 17
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Observation 827daa60-989d-4093-84ab-f257a6c7f45d · outbound
Thought-Level Beam Search for Reasoning 2023 , eprint=
Reference 18
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Observation 00e25ba1-0cea-4b3f-946d-bd569e42c49e · outbound
Thought-Level Beam Search for Reasoning Proceedings of the 41st International Conference on Machine Learning , articleno =
Reference 19
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Observation 54cbfaac-bbf0-4155-910a-801bc1e705b8 · outbound
Thought-Level Beam Search for Reasoning The 4th Workshop on Mathematical Reasoning and AI at NeurIPS'24 , year=
Reference 20
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Observation 42fd40e9-459a-4e28-8394-d9c997d41c09 · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 21
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Observation 9c346032-7c4f-4d6e-991c-c7e9644ee034 · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 22
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Observation 5c290884-e1f0-4cbe-9551-16b9b6861b00 · outbound
Thought-Level Beam Search for Reasoning 2026 , eprint=
Reference 23
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Observation e6b5bf18-4f20-4c19-a7a9-7ed7941a53ad · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 24
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Observation 27700bd9-b85e-4e8c-9a0d-21972bc8419c · outbound
Thought-Level Beam Search for Reasoning The Thirteenth International Conference on Learning Representations , year=
Reference 25
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Observation 035df75b-118a-435c-95e1-fac1b7be04f3 · outbound
Thought-Level Beam Search for Reasoning 2024 , eprint=
Reference 26
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Observation f434181c-4554-46ab-ba0a-965ea8be5770 · outbound
Thought-Level Beam Search for Reasoning Unresolved cited work
Reference 27
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Observation 2f216cdd-a8e0-45eb-8cf5-92257f7c58ef · outbound
Thought-Level Beam Search for Reasoning 2023 , eprint=
Reference 28
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Observation 45685f75-ed3e-44ef-8173-db57bb073cb1 · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 29
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Observation 3dc85357-fa91-4c43-8461-4113822817bb · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 30
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Observation de834bf7-50f2-4fa6-8988-84730fed7529 · outbound
Thought-Level Beam Search for Reasoning 2023 , eprint=
Reference 32
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Observation a6353bfc-dc2c-4358-b291-d4978d597bf4 · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 33
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Observation b5c0aaf8-2cb5-4a9a-a432-570260143e1a · outbound
Thought-Level Beam Search for Reasoning 2026 , eprint=
Reference 34
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Observation f2cb8d0a-c79e-44e2-b0b9-cef568e0a74c · outbound
Thought-Level Beam Search for Reasoning 2023 , eprint=
Reference 35
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Observation 3d8bed2c-30e2-459c-b132-042726fc3a37 · outbound
Thought-Level Beam Search for Reasoning 2024 , eprint=
Reference 36
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Observation b05b76df-d0de-4bd3-ae34-5df9620c9dc6 · outbound
Thought-Level Beam Search for Reasoning 2025 , url =
Reference 37
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Observation 6ef0eac7-2362-4640-ba45-f781c6147e48 · outbound
Thought-Level Beam Search for Reasoning 2025 , month =
Reference 38
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Observation e875127c-20cd-4d9d-b9f8-76a4e1a1a608 · outbound
Thought-Level Beam Search for Reasoning Unresolved cited work
Reference 39
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Observation 8a7e5469-002e-413c-a8b9-3ffcba50d97d · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 40
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Observation 824aa3cd-073e-4b7e-bd38-214cc01c11e6 · outbound
Thought-Level Beam Search for Reasoning Unresolved cited work
Reference 41
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Observation 2bedb1f3-c869-4a8e-9bdf-974304765aca · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 42
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Observation 169ba7be-969a-4d7b-a82e-386ceae73e5b · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 43
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Observation 07851f84-c8f7-4b47-978e-21a774bb4461 · outbound
Thought-Level Beam Search for Reasoning Unresolved cited work
Reference 44
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Observation d301f63b-f369-4cd3-a081-fad74e9756f2 · outbound
Thought-Level Beam Search for Reasoning Unresolved cited work
Reference 45
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Observation a9e3ebe0-7a8d-4532-8376-23c73867a35c · outbound
Thought-Level Beam Search for Reasoning Unresolved cited work
Reference 46
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Observation e5ef65c6-4a9e-4fa6-9e49-9aeed5317d1e · outbound
Thought-Level Beam Search for Reasoning 2025 , howpublished =
Reference 47
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Observation e4c8d094-1b51-4db8-b4d7-c037cc3b07d2 · outbound
Thought-Level Beam Search for Reasoning 2024 , eprint=
Reference 48
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Observation fb96dd61-c66d-4fb0-8205-deb3143bf48a · outbound
Thought-Level Beam Search for Reasoning 2023 , eprint=
Reference 49
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Observation d6f9da17-bea4-4030-9a05-8956f595cd49 · outbound
Thought-Level Beam Search for Reasoning 2025 , howpublished =
Reference 50
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Observation 2d5d0400-f24f-4c4c-8db4-7a30640e9331 · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 51
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Observation 15997ecf-1c6c-48bd-8bc5-c2b13b1aaf31 · outbound
Thought-Level Beam Search for Reasoning 2025 , eprint=
Reference 52
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Observation dbb580c0-f6f1-4b5e-913e-0dd3af8e6702 · outbound
Thought-Level Beam Search for Reasoning 2025 , month =
Reference 53
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Observation 01f0274b-61be-4b44-bdc7-b50788505e75 · outbound
Thought-Level Beam Search for Reasoning 2023 , eprint=
Reference 54
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Observation d6b261e8-3745-4450-aded-6255600f61bf · outbound
Thought-Level Beam Search for Reasoning Langley , title =
Reference 55
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Observation c42395ce-0df2-4472-a09b-559aa35f15cc · outbound
Thought-Level Beam Search for Reasoning Unresolved cited work
Reference 56
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Observation 812c783e-94a5-469a-b982-e16e14296b75 · outbound
Thought-Level Beam Search for Reasoning 2023 , eprint=
Reference 57
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Observation 206c4024-18fa-45b3-8136-203d53d566b6 · outbound
Thought-Level Beam Search for Reasoning 2023 , eprint=
Reference 58
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Observation 1004b943-445c-4ce3-8c5e-ecb27028b835 · outbound
Thought-Level Beam Search for Reasoning Phi-4-reasoning Technical Report
Reference 59
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Observation a045ffd0-2c98-4551-a35a-1136b83dc68d · outbound
Thought-Level Beam Search for Reasoning Introducing claude 4, 2025
Reference 60
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Observation 58af8a8b-b545-436f-b3e5-a3bc18d2c20a · outbound
Thought-Level Beam Search for Reasoning Aime problems and solutions
Reference 61
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Observation 8dd44a27-74a3-4c33-9bbc-02241fc59629 · outbound
Thought-Level Beam Search for Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 62
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Observation bf3c3077-9959-4e5e-b806-c7b52351178a · outbound
Thought-Level Beam Search for Reasoning Faith and Fate: Limits of Transformers on Compositionality
Reference 63
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Observation eeed1097-d08a-467c-868f-d0e79d2c8b4c · outbound
Thought-Level Beam Search for Reasoning Deep Think with Confidence
Reference 64
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Observation 14b4e8cc-b140-4a47-8894-21237b1caa4e · outbound
Thought-Level Beam Search for Reasoning Reasoning with Language Model is Planning with World Model
Reference 65
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Observation ff1ce2c9-1c64-49bd-938e-bfb5ccc32c56 · outbound
Thought-Level Beam Search for Reasoning Archive of february 2024
Reference 66
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Observation 9465e18b-93b6-4347-8067-ebd3fe58d8d9 · outbound
Thought-Level Beam Search for Reasoning Archive of february 2025
Reference 67
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Observation 5dc15d81-2b2c-459b-bfe9-1a6f2dd03997 · outbound
Thought-Level Beam Search for Reasoning Slim- SC : Thought pruning for efficient scaling with self-consistency
Reference 68
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Observation 282d38be-1a13-47e8-9117-8d28c4eae062 · outbound
Thought-Level Beam Search for Reasoning Language Models (Mostly) Know What They Know
Reference 69
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Observation 1e9785d4-58f3-4382-a99a-857b97720775 · outbound
Thought-Level Beam Search for Reasoning Large Language Models are Zero-Shot Reasoners
Reference 70
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Observation acacd585-cb72-4f02-931d-ddaeb9e12913 · outbound
Thought-Level Beam Search for Reasoning Efficient Memory Management for Large Language Model Serving with PagedAttention
Reference 71
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Observation b0531344-d8df-46e9-95d0-2653a774f9f7 · outbound
Thought-Level Beam Search for Reasoning Evaluating step-by-step reasoning traces: A survey, 2025
Reference 72
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Observation b9649c04-b81a-43b4-a401-c2d75e4da67c · outbound
Thought-Level Beam Search for Reasoning Hidden States as Early Signals: Step-level Trace Evaluation and Pruning for Efficient Test-Time Scaling
Reference 73
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Observation 7a26fa6e-218c-4a34-896b-2effd693b236 · outbound
Thought-Level Beam Search for Reasoning Let's Verify Step by Step
Reference 74
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Observation 0edfde83-949f-4b29-9b68-411b1a4dd55a · outbound
Thought-Level Beam Search for Reasoning Teaching Models to Express Their Uncertainty in Words
Reference 75
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Observation 64b8b26d-d1d7-4bbc-8d62-1ab839dbba7e · outbound
Thought-Level Beam Search for Reasoning Unresolved cited work
Reference 76
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Observation f1c8f3d2-6e7a-4643-94d2-6aec438e567f · outbound
Thought-Level Beam Search for Reasoning s1: Simple test-time scaling
Reference 77
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Observation 08e1b5d9-1ad7-4870-b548-349b672be647 · outbound
Thought-Level Beam Search for Reasoning Introducing gpt-5, aug 2025 a
Reference 78
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Observation 8b13abeb-dfbc-43ad-96ae-88dcadf68500 · outbound
Thought-Level Beam Search for Reasoning Introducing gpt-oss, 2025 b
Reference 79
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Observation ac2e4181-bc27-46c1-bb9d-8eddd504e551 · outbound
Thought-Level Beam Search for Reasoning Specreason: Fast and accurate inference-time compute via speculative reasoning
Reference 80
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Observation cc50a1d6-0f0c-4940-9a32-8a3f7fd1a38d · outbound
Thought-Level Beam Search for Reasoning GPQA: A Graduate-Level Google-Proof Q&A Benchmark
Reference 81
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Observation 9499ea3f-51e1-46cf-b0e0-94cf764c5669 · outbound
Thought-Level Beam Search for Reasoning GLU Variants Improve Transformer
Reference 82
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Observation 96c02324-fb71-4e60-9986-1b57d297bdb1 · outbound
Thought-Level Beam Search for Reasoning Large language model reasoning failures, 2026
Reference 83
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Observation a9250ef2-bff3-431a-aecb-2e495d8edd0d · outbound
Thought-Level Beam Search for Reasoning RoFormer: Enhanced Transformer with Rotary Position Embedding
Reference 84
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Observation 3b5c2d3e-e059-40f4-acba-29f6e9642ddb · outbound
Thought-Level Beam Search for Reasoning Sequence to Sequence Learning with Neural Networks
Reference 85
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Observation 1fab9528-cbcc-481f-a298-7518b49a7c15 · outbound
Thought-Level Beam Search for Reasoning Gemma 3 Technical Report
Reference 86
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Observation 3998cd5e-39e7-47fb-8c3e-7c0d8a773244 · outbound
Thought-Level Beam Search for Reasoning Qwen3 Technical Report
Reference 87
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Observation d6c3a72f-0e94-46cb-b195-f971d5f5473a · outbound
Thought-Level Beam Search for Reasoning Solving math word problems with process- and outcome-based feedback
Reference 88
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Observation f66951ea-be9c-49ce-8316-ffcae0294f7e · outbound
Thought-Level Beam Search for Reasoning Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
Reference 89
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Observation 372458a7-fb8f-4a20-a6a5-3fa6a44fb05a · outbound
Thought-Level Beam Search for Reasoning Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 90
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Observation 915bda1f-1f98-4a9c-bd04-1f9540d75857 · outbound
Thought-Level Beam Search for Reasoning Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Reference 91
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Observation 42eeda29-89e7-4ce3-853e-7adcccbc75ce · outbound
Thought-Level Beam Search for Reasoning Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning
Reference 92
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Observation a3c173d0-6e59-4d10-861d-9ccea7848e0e · outbound
Thought-Level Beam Search for Reasoning Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Reference 93
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Observation 682fef43-ce84-46c5-bd07-8d51192e8b1c · outbound
Thought-Level Beam Search for Reasoning SGLang: Efficient Execution of Structured Language Model Programs
Reference 94
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No inbound Pith citation observations are available.