Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T03:56:28.073779Z
Paper Citation Record · LEDGER
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration
As of 5 August 2026, this Paper Citation Record lists 100 of 108 outbound references and 0 inbound Pith citation observations for arXiv:2607.13753.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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
Reference resolution
100 of 108 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved100
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 443ca3e7-4616-46c7-96cb-be21c0a9fc7c · outbound
This paper cites 2023 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2023 , eprint=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:16.720764Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8137768e-02ec-4d3a-afb5-67e47d2f671f · outbound
This paper cites 2026 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2026 , eprint=
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:16.883058Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b818d33e-8ba0-4a99-ba8b-dd3b1a83e111 · outbound
This paper cites 2026 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2026 , eprint=
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:17.046894Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 995417c0-b4b1-426d-a748-ff81dcc1857a · outbound
This paper cites 2026 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2026 , eprint=
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:17.305342Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ee00f7c-e497-4795-8696-7bf719da8121 · outbound
This paper cites Advances in neural information processing systems , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Advances in neural information processing systems , volume=
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:17.525161Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 303f3ccf-1834-4265-9893-814d146fa234 · outbound
This paper cites 2021 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2021 , eprint=
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:17.635578Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bbd247a-6fae-4182-af5a-2a9e713390b5 · outbound
This paper cites 2022 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2022 , eprint=
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:17.746809Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 481f8c39-189d-4581-8f4e-39db76134d38 · outbound
This paper cites Advances in neural information processing systems , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Advances in neural information processing systems , volume=
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:17.858651Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5aedc63-fff2-49b5-82b3-d7e73f61193d · outbound
This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Findings of the Association for Computational Linguistics: ACL 2025 , pages=
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:17.970359Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8db46a12-1db6-41bd-9b33-2135fa964d2b · outbound
This paper cites Advances in Neural Information Processing Systems , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Advances in Neural Information Processing Systems , volume=
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:18.081629Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14a5ed35-9b7e-417b-9ebc-e76c0a4a07e8 · outbound
This paper cites Advances in neural information processing systems , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Advances in neural information processing systems , volume=
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:18.155745Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5eaecc8-914e-4465-a95f-2b7cfeb643e1 · outbound
This paper cites International conference on machine learning , pages=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration International conference on machine learning , pages=
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:18.269368Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70570ddf-5a85-4d37-877f-27f3bf62b6ed · outbound
This paper cites Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) , pages=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) , pages=
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:18.344443Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6db761c1-bac1-4316-9bb1-20e4ce62ceb3 · outbound
This paper cites Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:18.454309Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae9d9765-a8e3-4738-9e46-66826995793e · outbound
This paper cites 2022 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2022 , eprint=
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:18.671429Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1553f37e-77f9-475d-a7cd-62e039ee26cc · outbound
This paper cites International Conference on Learning Representations , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration International Conference on Learning Representations , volume=
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:18.942951Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35799c2f-73dd-4fcd-957d-f4d650b189a9 · outbound
This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:19.030784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d752492-ea31-4e86-a8d5-2bb895aa4e13 · outbound
This paper cites and Hauskrecht, Milos , title =.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration and Hauskrecht, Milos , title =
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:19.161410Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfa3907a-f566-461b-bf16-2ecafcc4d116 · outbound
This paper cites Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages=
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:19.236437Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d482648-1523-4db9-949e-092c661cb44d · outbound
This paper cites Transactions of the Association for Computational Linguistics , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Transactions of the Association for Computational Linguistics , volume=
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:19.311265Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de624713-9517-46d4-8228-da746102f819 · outbound
This paper cites Advances in neural information processing systems , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Advances in neural information processing systems , volume=
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:19.357682Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5872479e-bfa7-4646-9170-0f548b7c7fc8 · outbound
This paper cites Probabilistic Outputs for Support Vector Machines and Comparisons to Regularized Likelihood Methods , volume =.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Probabilistic Outputs for Support Vector Machines and Comparisons to Regularized Likelihood Methods , volume =
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:19.405028Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2931a62b-0358-4aef-a985-a22bbc4e8700 · outbound
This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:19.467260Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d21ee5c-4e73-461c-9dd0-3a159e64e037 · outbound
This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:19.539479Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14429ecd-e4fc-40fb-bdd2-dcf829f58a32 · outbound
This paper cites Advances in neural information processing systems , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Advances in neural information processing systems , volume=
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:19.688306Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8358bdf-efb0-4455-9865-cf423c91d429 · outbound
This paper cites Advances in neural information processing systems , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Advances in neural information processing systems , volume=
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:19.785245Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8f3c383-7b93-48bf-8d1b-36fbef7d563e · outbound
This paper cites Advances in neural information processing systems , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Advances in neural information processing systems , volume=
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:19.841972Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cfe850b-d513-4f74-ba7d-7fe46af8b78d · outbound
This paper cites Advances in neural information processing systems , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Advances in neural information processing systems , volume=
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:19.896437Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ec03989-89e6-4858-bd76-777660b7ef7a · outbound
This paper cites 2024 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2024 , eprint=
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:19.967258Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23f17299-ffe3-49a9-b8d2-093aca93aa4a · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:20.024839Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0caa55b-9345-4fce-b06c-cf68ef045cb4 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:20.086170Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbb41a7b-cb88-49c8-b141-d2a90c8abb8e · outbound
This paper cites 2025 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2025 , eprint=
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:20.204278Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba77f5a3-39ae-42c2-9381-757c04c03ad0 · outbound
This paper cites 2025 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2025 , eprint=
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:20.271780Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f449d21f-b2be-439f-b653-db349c7fd0fe · outbound
This paper cites Qwen2.5-Coder Technical Report.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Qwen2.5-Coder Technical Report
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:20.714439Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 896c379b-cc53-476c-90ac-d0aef515b035 · outbound
This paper cites Advances in neural information processing systems , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Advances in neural information processing systems , volume=
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:20.799675Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3de3af29-3ee5-4466-a8be-a08728f475c2 · outbound
This paper cites 2024 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2024 , eprint=
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:20.880149Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce50c94b-a3a4-471f-be24-24441214db39 · outbound
This paper cites 2025 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2025 , eprint=
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:21.053384Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c694cdb-d3f0-43dd-8de0-b2ad25436cbf · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:21.137234Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7dfab01-8fb4-4bbf-80ed-fc97908c1d1b · outbound
This paper cites 2024 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2024 , eprint=
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:21.226495Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dcdc66f-3e2e-4473-8687-5f67dabb6097 · outbound
This paper cites International Conference on Learning Representations , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration International Conference on Learning Representations , volume=
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:21.778799Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0df156b7-8300-426f-a02a-3068a2c613f2 · outbound
This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:21.914841Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a335679-0cce-4c6c-b368-e2629f9fe916 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:22.005298Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b80a5562-e38f-49c0-bb48-a47b19172bb9 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:22.088004Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81448863-aa35-4d29-8385-7335affaafb8 · outbound
This paper cites 2021 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2021 , eprint=
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:22.483686Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca59b8ff-fdf7-4965-84ec-c4351306bedb · outbound
This paper cites Evaluating Large Language Models Trained on Code.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Evaluating Large Language Models Trained on Code
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:22.639590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61fb4327-a01c-4cd3-a077-1fa48da83bf6 · outbound
This paper cites International Conference on Learning Representations , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration International Conference on Learning Representations , volume=
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:22.760061Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3b39df6-4f93-4661-9ee9-3888b3ca71ef · outbound
This paper cites 2024 , eprint=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2024 , eprint=
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:22.894503Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 348de46d-1511-4261-bede-1369d2b10dc5 · outbound
This paper cites 2025 , note=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration 2025 , note=
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.030533Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f888b210-f776-43c4-b9c2-38565231cac3 · outbound
This paper cites Notion Blog , volume=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Notion Blog , volume=
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.120640Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83eb78a5-a572-4d8c-8c7a-c698a76b7835 · outbound
This paper cites Proceedings of the Twentieth European Conference on Computer Systems , pages=.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Proceedings of the Twentieth European Conference on Computer Systems , pages=
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.165656Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67ad94e3-5616-4e9f-917a-d7a4dcb50dd3 · outbound
This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.249870Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5a324d4-d99d-4d29-b747-38185b5d4cd5 · outbound
This paper cites Suchanek, and Gaël Varoquaux.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Suchanek, and Gaël Varoquaux
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.361339Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c453e4c-d9c0-4800-880b-d144d49c2f3d · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.440593Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ef649a2-8b45-4b4d-8810-387b6f215161 · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Training Verifiers to Solve Math Word Problems
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.497995Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac7bb018-069e-414f-a716-39959d97cc90 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.548141Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation feb18894-f6f1-442e-921f-1624600d7218 · outbound
This paper cites Deep Think with Confidence.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Deep Think with Confidence
Reference 78
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.603454Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ee690ed-577e-4134-96b9-af4d7d7f4621 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.658276Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b82e8989-5a63-4900-8338-5ac5bd326d37 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.714297Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 961b300a-ac3f-40e0-908f-beb82197fc5c · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.768342Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa844820-789c-4b45-98c1-a39b92167c1a · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.823431Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21d58873-741b-4fd8-a84f-6f553481f917 · outbound
This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Measuring Mathematical Problem Solving With the MATH Dataset
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.888612Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 799011ba-2eaa-4488-894b-d1c81aebb9ee · outbound
This paper cites Distilling the Knowledge in a Neural Network.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Distilling the Knowledge in a Neural Network
Reference 84
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:23.929756Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ff3e0b5-87f7-449e-b92d-40ba825e54a2 · outbound
This paper cites V-STaR: Training Verifiers for Self-Taught Reasoners.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration V-STaR: Training Verifiers for Self-Taught Reasoners
Reference 85
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:24.014273Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75be82ed-5f57-4301-9cb3-29cd980988fa · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 86
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:24.068987Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f972ddc-0bc2-405e-989b-8f7482a4d691 · outbound
This paper cites Entropy-Aware On-Policy Distillation of Language Models.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Entropy-Aware On-Policy Distillation of Language Models
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:24.076911Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03eea6e4-c882-4cbd-872f-e4a7e795d3a8 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:24.096298Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 554be546-d273-4163-b323-fd0cd6788333 · outbound
This paper cites Language Models (Mostly) Know What They Know.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Language Models (Mostly) Know What They Know
Reference 89
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:24.247165Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afd62219-3532-4b9e-887e-6aa5939bf3d1 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 90
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:24.403912Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 680bbf43-3e73-46f7-a35d-adc395118d28 · outbound
This paper cites Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:24.521676Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8716189-2874-4206-8d3d-81b5277bf5fa · outbound
This paper cites Solving Quantitative Reasoning Problems with Language Models.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Solving Quantitative Reasoning Problems with Language Models
Reference 92
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:24.673658Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3920efc6-6911-4955-a8a4-d4ed1b692a53 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 93
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:24.777752Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8dc3cc09-663e-4bd5-aaf4-9188b42317c6 · outbound
This paper cites Teaching Models to Express Their Uncertainty in Words.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Teaching Models to Express Their Uncertainty in Words
Reference 94
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:24.978542Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d63560fb-7b10-4f43-baa7-64685e72286a · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 95
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:25.128541Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b0f8d4a-8e97-48d2-bd37-9c2575b34c86 · outbound
This paper cites Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Tianjun Zhang, Li Erran Li, Raluca Ada Popa, and Ion Stoica.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Tianjun Zhang, Li Erran Li, Raluca Ada Popa, and Ion Stoica
Reference 96
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:25.283578Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 823f7f7e-bf7b-4604-8f60-852d7fc3c112 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 97
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:25.392473Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cb65d26-ae1a-4f91-a47f-594dcfa87961 · outbound
This paper cites Cooper, and Milos Hauskrecht.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Cooper, and Milos Hauskrecht
Reference 98
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:25.502679Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b77afcd-db0d-4e7f-8d39-71960060d9f8 · outbound
This paper cites Show Your Work: Scratchpads for Intermediate Computation with Language Models.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Show Your Work: Scratchpads for Intermediate Computation with Language Models
Reference 99
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:25.601371Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee3d3407-7d5b-4cf3-9a81-0fbaf9356a30 · outbound
This paper cites GPT-4 Technical Report.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration GPT-4 Technical Report
Reference 100
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:25.765151Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8dcf0309-6377-4327-b1e6-74cf0cf49094 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 101
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:25.929517Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23048bec-69ee-42ce-ae5d-6f87b4149b89 · outbound
This paper cites Qwen2.5 Technical Report.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Qwen2.5 Technical Report
Reference 102
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:26.085330Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cff3b64b-e71c-4d53-a4e5-2c8f3aed78e4 · outbound
This paper cites Proximal Policy Optimization Algorithms.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Proximal Policy Optimization Algorithms
Reference 103
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:26.201200Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation baca7525-b88d-4f3b-868d-4c077fe4f304 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 104
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:26.300681Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77d4108a-1dbd-40c2-9bc3-66605ce49084 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 105
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:26.472307Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0ff153d-3cab-4e56-aead-9b7e7bd48a79 · outbound
This paper cites Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
Reference 106
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:26.701252Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c2de194-814c-47ec-aafd-045bfe1db7d1 · outbound
This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Reference 107
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:26.864154Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd6fe679-a26e-42ef-b5d6-8390dda94ef1 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 108
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:26.959184Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfe0b2c0-1b95-40de-b0f3-e1591a58c3a4 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 109
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:27.043472Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3d05b55-f6b1-4e03-b256-80f2afb2143a · outbound
This paper cites Solving math word problems with process- and outcome-based feedback.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Solving math word problems with process- and outcome-based feedback
Reference 110
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:27.103545Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42bbac1a-559f-4d9c-b285-f70dfc65cc5b · outbound
This paper cites Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents
Reference 111
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:27.159465Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18fd48cc-3fa1-4ebe-ba9b-d3f7a56333c9 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 112
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:27.235699Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e9aa211-3d85-4e7e-b7ee-9e22139d5307 · outbound
This paper cites Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
Reference 113
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:27.321716Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aee81d70-fd58-468c-b624-0423198e0d1b · outbound
This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 114
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:27.406144Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 895e38b0-66f5-49e2-89de-35a5e31d6882 · outbound
This paper cites TAPS: Target-Aware Prefix Tree Selection for Diffusion-Drafted Speculative Decoding.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration TAPS: Target-Aware Prefix Tree Selection for Diffusion-Drafted Speculative Decoding
Reference 115
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:27.461043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6b27116-e6a6-4ab6-8f5c-b9a11e92cbd0 · outbound
This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Reference 116
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:27.545672Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cba5a80-bd82-4469-ab58-fa7c906b6ecb · outbound
This paper cites Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models
Reference 117
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:27.628364Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67dd4cdc-1227-43f2-989e-788c9c1f206f · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 118
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:27.647136Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e058d93-dbaa-4d53-9c0c-4d9c58af3a61 · outbound
This paper cites Qwen3 Technical Report.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Qwen3 Technical Report
Reference 119
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:27.724507Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a416eac-6665-4247-b66c-dc64f2311023 · outbound
This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement
Reference 120
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:27.820539Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db62ca64-039c-4e18-bb53-303a7ae71964 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 121
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:27.965607Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1df684f4-74c3-4f48-b436-f3abc4622833 · outbound
This paper cites an unresolved cited work.
Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape CoT Calibration Unresolved cited work
Reference 122
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:56:28.073779Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.