Paper Citation Record · LEDGER

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality

As of 22 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2412.13333.

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

pith.paper-citation-record.v1
2412.13333 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:17:28.112187Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

verified exact0
verified fuzzy6
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce2ab1bb-6ee6-4bd0-9bf5-7fba6a88518c · outbound

This paper cites L.; and Parikh, D.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality L.; and Parikh, D

Reference 1

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Source-reported events for the cited work

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Observation eddf0d09-793e-4fec-8552-b70262c57d37 · outbound

This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:17:29.170387Z

Source-reported events for the cited work

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Observation 91483897-f2b8-4ced-95ae-11aa4f7bd591 · outbound

This paper cites Precise Benchmarking of Explainable AI Attribution Methods.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Precise Benchmarking of Explainable AI Attribution Methods

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T13:17:27.643215Z

Source-reported events for the cited work

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Observation d45ce663-65cf-47cc-91dd-dedb314eec73 · outbound

This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:17:29.150058Z

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This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 5

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Observation 073014f3-fc45-4ada-a3fd-a263f3a60a46 · outbound

This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 6

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Source-reported events for the cited work

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Observation 49bbeba9-fd00-4140-a180-236d0eae2469 · outbound

This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:17:29.075022Z

Source-reported events for the cited work

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Observation 61038647-ed75-4b53-a97c-013260a2f5ab · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 8

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Source-reported events for the cited work

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Observation 6c046e31-8a76-44f7-aa6e-e52a4b84b7dd · outbound

This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 9

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Observation baf4e1a9-198c-41e8-8d58-aa3ec59c566e · outbound

This paper cites A.; Akata, Z.; Rohrbach, M.; Donahue, J.; Schiele, B.; and Darrell, T.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality A.; Akata, Z.; Rohrbach, M.; Donahue, J.; Schiele, B.; and Darrell, T

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:17:29.028905Z

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Observation 8a95148c-de3f-41aa-b219-16b193116e26 · outbound

This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 11

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Observation aa6627a7-4ad4-4e59-863e-e5207eb388ff · outbound

This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 12

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Observation e88e6e51-181d-41e4-b8c7-134d24957008 · outbound

This paper cites SATIN: A Multi-Task Metadataset for Classifying Satellite Imagery using Vision-Language Models.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality SATIN: A Multi-Task Metadataset for Classifying Satellite Imagery using Vision-Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T13:17:27.721540Z

Source-reported events for the cited work

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This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:17:28.942092Z

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Observation 899d2647-c1c3-4923-8d72-957daec4d757 · outbound

This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 15

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Source-reported events for the cited work

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Observation 82ac80db-68b9-4c53-a3ec-f8564ab24ffd · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Adam: A Method for Stochastic Optimization

Reference 16

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Observation d8f174e2-70ff-4872-bad5-805d761279aa · outbound

This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:17:28.908803Z

Source-reported events for the cited work

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Observation f4eaba4d-bea8-424c-8f84-df04d640c158 · outbound

This paper cites Otter: A Multi-Modal Model with In-Context Instruction Tuning.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Otter: A Multi-Modal Model with In-Context Instruction Tuning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T13:17:27.768351Z

Source-reported events for the cited work

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Observation 951e1e17-234e-4687-be6e-7594c28e290c · outbound

This paper cites C.; and Hoi, S.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality C.; and Hoi, S

Reference 19

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Observation 705971f9-bc75-480a-a58b-4493ae704ed9 · outbound

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 20

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 21

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This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 22

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality H.; Zhang, P.; Zhang, H.; Yang, J.; Li, C.; Zhong, Y.; Wang, L.; Yuan, L.; Zhang, L.; Hwang, J.-N.; et al

Reference 23

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 24

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 25

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Observation a3d2a397-4df4-4137-9538-de52428d918d · outbound

This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 26

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 27

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Observation eacd2d86-685a-481e-9899-868ec28c329c · outbound

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Decoupled Weight Decay Regularization

Reference 28

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 29

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality RISE: Randomized Input Sampling for Explanation of Black-box Models

Reference 30

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 31

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 32

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This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al

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Observation 4f8890bd-0bbe-4b08-8dd2-fb0440beab5d · outbound

This paper cites an unresolved cited work.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

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This paper cites R.; Cogswell, M.; Das, A.; Vedantam, R.; Parikh, D.; and Batra, D.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality R.; Cogswell, M.; Das, A.; Vedantam, R.; Parikh, D.; and Batra, D

Reference 35

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality A Neural Conversational Model

Reference 40

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

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Observation 7e95cb35-c9cf-4e4f-b8e5-54141cd82b58 · outbound

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 44

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Observation 97f4d900-e238-42f0-acd2-8e3b6714f600 · outbound

This paper cites W.; Li, M.; Kornblith, S.; Roelofs, R.; Lopes, R.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality W.; Li, M.; Kornblith, S.; Roelofs, R.; Lopes, R

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:17:28.457018Z

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This paper cites W.; Li, M.; Kornblith, S.; Roelofs, R.; Lopes, R.

Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality W.; Li, M.; Kornblith, S.; Roelofs, R.; Lopes, R

Reference 46

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Visual Entailment: A Novel Task for Fine-Grained Image Understanding

Reference 47

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Florence: A New Foundation Model for Computer Vision

Reference 48

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality Unresolved cited work

Reference 49

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality H.; Zhou, L.; Dai, X.; Yuan, L.; Li, Y.; et al

Reference 50

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality C.; and Liu, Z

Reference 51

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Observation 08f44c17-8f4a-4d10-b7c2-92fffd133cda · outbound

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Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality , " * write output.state after.block = add.period write newline

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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