Paper Citation Record · LEDGER

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration

As of 10 August 2026, this Paper Citation Record lists 88 of 88 outbound references and 8 inbound Pith citation observations for arXiv:2502.01458.

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

pith.paper-citation-record.v1
2502.01458 v3

Coverage vector

measured 88 of 88 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T15:23:15.343495Z

measured 96 of 96 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:17:48.635794Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T18:33:50.586010Z

Reference resolution

88 of 88 outbound references displayed

verified exact1
verified fuzzy0
unresolved87
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b182db0d-d2e4-40c1-8c35-78039b6c4424 · outbound

This paper cites GPT-4 Technical Report.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:14.941422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6e98f85-cb7e-4aa4-a940-305a9dbe0034 · outbound

This paper cites EnsemW2S: Enhancing Weak-to-Strong Generalization with Large Language Model Ensembles.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration EnsemW2S: Enhancing Weak-to-Strong Generalization with Large Language Model Ensembles

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:14.947488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70b20148-e29e-447c-a374-48ee152e9cb0 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:14.953375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 723397aa-8eb3-4041-ac21-3fa86e408343 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:14.958247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3041dfea-5de2-471f-b369-ac6cf0ba10c3 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Constitutional AI: Harmlessness from AI Feedback

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:14.963685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33f9cf85-3500-483a-b938-d3de8b477ef4 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:14.969304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c744b0d2-e565-43ff-a578-a8ccfdc8c0aa · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:14.974570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c2d72e8-7ae8-47eb-aba3-a3b71eba4bc8 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:14.978984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da15bd71-e533-4332-b0d2-1bc7e9e92935 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:14.983386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e70f81a-50c2-42c9-b48d-19ac4428de55 · outbound

This paper cites Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:14.987954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b30552e1-cf78-4608-b635-e07f035ced6f · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:14.992983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b0d7251-515f-4916-8e61-50a373b8bd00 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:14.997571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95f978c2-ffa1-48ba-8aaf-38634897c484 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:15.002166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6242a294-b352-494a-9d31-6339b9bd5203 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.522230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5076b54e-007e-4a0f-8f6e-9f57c97fe0b2 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.507233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5c82c47f-b684-43fa-a290-4ac02e345801 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.492551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 23c7af38-897f-45d8-b0bb-87b6096514cf · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:15.021440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0a80f6b-ad9b-442e-a082-a3fdfd13348f · outbound

This paper cites Calibration of Pre-trained Transformers.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Calibration of Pre-trained Transformers

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:15.027529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a9e819a-73e8-42b5-97e3-d16135d54f2b · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.468401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1046976b-53d2-40b9-a2a4-9193cd9f1c7c · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.454043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f40b9149-a837-4844-9985-6417d149661f · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.438994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 36ce101a-3edf-4b34-9e87-78116d2e3bb8 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:15.047202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bf86635-bdf6-4306-91f0-17c9a6633042 · outbound

This paper cites Full Kullback-Leibler-Divergence Loss for Hyperparameter-free Label Distribution Learning.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Full Kullback-Leibler-Divergence Loss for Hyperparameter-free Label Distribution Learning

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-09T15:23:15.640133Z

Source-reported events for the cited work

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Observation 7688da51-d420-416d-8ead-130927dd5982 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.414921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation df6ce396-8c7c-4243-9e57-d6e273854aba · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.400854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 439ca01b-96cf-4ea7-9151-188ca7cf80b5 · outbound

This paper cites Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:15.066738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a64d301b-44d1-43ba-b31b-f44da80b5698 · outbound

This paper cites Improving Weak-to-Strong Generalization with Reliability-Aware Alignment.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Improving Weak-to-Strong Generalization with Reliability-Aware Alignment

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:15.071355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0f8303d-2243-4722-8ab6-b745c3737b36 · outbound

This paper cites Generalization Bounds: Perspectives from Information Theory and PAC-Bayes.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Generalization Bounds: Perspectives from Information Theory and PAC-Bayes

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:15.075983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86d4c068-ea3c-4c97-884b-b5f6c98ca5cc · outbound

This paper cites Distilling the Knowledge in a Neural Network.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Distilling the Knowledge in a Neural Network

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:15.080672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3a96f93-08f8-4368-ae83-dcb7271bd0aa · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.385214Z

Source-reported events for the cited work

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Observation b5803705-7a16-4e4f-b891-1e50b4209189 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.370363Z

Source-reported events for the cited work

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Observation d6d53aa2-39df-4b25-8c30-d728f3ee8394 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.355831Z

Source-reported events for the cited work

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Observation 5f2d3509-5cdd-4788-9442-27c5beaf5553 · outbound

This paper cites AI Alignment: A Comprehensive Survey.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration AI Alignment: A Comprehensive Survey

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:15.099054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bb527b4-693a-4584-b8b3-fbd7b00a2d06 · outbound

This paper cites The Road to Artificial SuperIntelligence: A Comprehensive Survey of Superalignment.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration The Road to Artificial SuperIntelligence: A Comprehensive Survey of Superalignment

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:15.103554Z

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Unavailable: canonical work link unavailable.

Observation 061b60bc-d6b7-47f8-b7de-662a55a6cb13 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.339523Z

Source-reported events for the cited work

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Observation f033d75b-d68d-462a-886e-49e4b9ffa029 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.323882Z

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Observation 99d258c7-afda-4217-9f11-f8a2c144e9e7 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.308705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0d4035db-27c6-4bd6-9c81-eebfb63ee6dc · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 38

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Observation d18227b5-f9b6-4434-b73b-f581c525485c · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.278908Z

Source-reported events for the cited work

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Observation 27718c2e-7dec-463a-948d-cc4eecbaa2a9 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.263365Z

Source-reported events for the cited work

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Observation 17b96d89-73c7-4943-a9fe-65decbbf75f7 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e47a41ea-3497-45e2-a6be-0b4a8694850e · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 42

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Observation 8d9f57eb-82df-4cc8-8027-dcedae133a65 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.222069Z

Source-reported events for the cited work

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Observation 22794df1-2c51-4de6-8488-6de8544f3f98 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.207485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 733fb2ea-b610-4796-a31b-bc9d40dd55ab · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.192475Z

Source-reported events for the cited work

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Observation 1eaae1ac-48a2-4949-a564-3872da83d1c7 · outbound

This paper cites Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:15.155828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90ad9c7e-1dce-4708-8e87-38a9e6d6cbbb · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.176799Z

Source-reported events for the cited work

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Observation c1d0c274-06e8-4268-a369-6f02a0bb93b1 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.160353Z

Source-reported events for the cited work

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Observation 98d5b6d9-8286-4fcb-b52f-a14a5ed327b6 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.145305Z

Source-reported events for the cited work

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Observation b28fd012-25c7-48bd-8584-699361172a6b · outbound

This paper cites DALI: a large Dataset of synchronized Audio, LyrIcs and notes, automatically created using teacher-student machine learning paradigm.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration DALI: a large Dataset of synchronized Audio, LyrIcs and notes, automatically created using teacher-student machine learning paradigm

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-09T15:23:15.173601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2038921-90e4-4415-bf95-4f194204547c · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.130070Z

Source-reported events for the cited work

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Observation 29cf05c2-769b-4298-bd46-a374debfcdd9 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.114865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ad9a170f-58e5-4c1b-8ee9-fec9ae682308 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.099396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9b9a8381-e533-4c97-84f0-88d61bddba77 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 54

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47794bd6-8a9c-4c19-a43c-e468e37e0d01 · outbound

This paper cites an unresolved cited work.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:23:16.074917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b6afeab1-5c4c-4478-b064-1b062820a5b8 · outbound

This paper cites Generalizing Trust: Weak-to-Strong Trustworthiness in Language Models.

The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Generalizing Trust: Weak-to-Strong Trustworthiness in Language Models

Reference 56

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Reference 57

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Reference 58

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Reference 59

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Reference 60

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Reference 62

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Reference 63

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Reference 64

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The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning

Reference 65

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Reference 66

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The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration A DIRT-T Approach to Unsupervised Domain Adaptation

Reference 67

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Reference 69

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Reference 70

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Reference 71

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Reference 72

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Reference 73

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Reference 74

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Reference 75

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Reference 76

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Reference 77

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Reference 78

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Reference 79

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Reference 80

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Reference 81

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Reference 82

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Reference 84

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Reference 85

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Reference 86

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Reference 87

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Reference 88

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Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension cites this paper.

Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration

Reference 27

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Observation e3f491da-de2a-4165-a937-fd25ab5373cc · inbound

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On Weak-to-Strong Generalization and f-Divergence The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration

Reference 62

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Contrastive Weak-to-strong Generalization cites this paper.

Contrastive Weak-to-strong Generalization The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration

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On the Blessing of Pre-training in Weak-to-Strong Generalization The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration

Reference 109

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Observation 8dd33003-014d-4de1-9f41-fdf442aad33a · inbound

Weak-to-Strong Generalization is Nearly Inevitable (in Linear Models) cites this paper.

Weak-to-Strong Generalization is Nearly Inevitable (in Linear Models) The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration

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Observation 7c0dfa2c-a8fe-4226-9331-268ac264d817 · inbound

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Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration

Reference 250

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Observation bea9ceba-7192-4e2c-9d14-e9709a280455 · inbound

Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent cites this paper.

Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration

Reference 250

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Observation 45f8ea9e-6ece-4a65-abd6-f330f7ecc994 · inbound

Gradient Transformer: Learning to Generate Updates for LLMs cites this paper.

Gradient Transformer: Learning to Generate Updates for LLMs The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration

Reference 17

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