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Paper Citation Record · LEDGER

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity

As of 5 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2606.20676.

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

pith.paper-citation-record.v1
2606.20676 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T04:56:44.970222Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

54 of 54 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 18683adb-66e1-40f3-99f1-c060778cbcbe · outbound

This paper cites Gonzalez and Ion Stoica , booktitle=.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Gonzalez and Ion Stoica , booktitle=

Reference 1

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Observation b27ad542-d6b2-40f9-8d86-6941a2722232 · outbound

This paper cites References Improve.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity References Improve

Reference 2

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Observation 02067d48-15f7-466f-8a77-9725a3941397 · outbound

This paper cites Direct Judgement Preference Optimization.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Direct Judgement Preference Optimization

Reference 3

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This paper cites The Fourteenth International Conference on Learning Representations , year=.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity The Fourteenth International Conference on Learning Representations , year=

Reference 4

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Observation e198cc64-03cc-44cf-a040-457c81c7b6fe · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , articleno =.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Proceedings of the 41st International Conference on Machine Learning , articleno =

Reference 5

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Observation 74346b79-55be-4c4a-816d-7c9b48af3324 · outbound

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Unresolved cited work

Reference 6

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This paper cites The Twelfth International Conference on Learning Representations , year=.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity The Twelfth International Conference on Learning Representations , year=

Reference 7

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This paper cites First Conference on Language Modeling , year=.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity First Conference on Language Modeling , year=

Reference 8

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Observation e3db6aec-bdc0-4191-ab53-f7759106d0dc · outbound

This paper cites In: Bouamor, H., Pino, J., Bali, K.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity In: Bouamor, H., Pino, J., Bali, K

Reference 9

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Observation d804a810-ca3e-4e81-a17a-96ccc214ec85 · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Reference 10

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Observation 60835fcd-cc67-4335-918d-94855b463d97 · outbound

This paper cites Proceedings of the 40th International Conference on Machine Learning , articleno =.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Proceedings of the 40th International Conference on Machine Learning , articleno =

Reference 11

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity First Conference on Language Modeling , year=

Reference 12

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity ArXiv , year=

Reference 13

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity 2024 , url=

Reference 14

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Observation 5cb2f86e-3610-478b-b8a6-89529c595ab5 · outbound

This paper cites The “problem” of human label variation: On ground truth in data, modeling and evaluation.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity The “problem” of human label variation: On ground truth in data, modeling and evaluation

Reference 15

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Observation 2d7ed65e-e45b-4675-9e80-3e3198bccac7 · outbound

This paper cites Inherent disagreements in human textual infer- ences.Transactions of the Association for Computational Linguistics, 7:677–694.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Inherent disagreements in human textual infer- ences.Transactions of the Association for Computational Linguistics, 7:677–694

Reference 16

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Observation dbc28498-0659-4dd0-9751-567b2888f690 · outbound

This paper cites Having Beer after Prayer? Measuring Cultural Bias in Large Language Models.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Having Beer after Prayer? Measuring Cultural Bias in Large Language Models

Reference 17

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Observation 2cf9269c-83db-4a06-8b13-0ca4c5afd580 · outbound

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity 2025 , eprint=

Reference 18

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Observation 6ab54aea-af5f-4c3c-bb56-c826c5c999cc · outbound

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Benchmarking

Reference 19

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This paper cites F oodie QA : A Multimodal Dataset for Fine-Grained Understanding of C hinese Food Culture.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity F oodie QA : A Multimodal Dataset for Fine-Grained Understanding of C hinese Food Culture

Reference 20

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity WHEN TOM EATS KIMCHI : Evaluating Cultural Awareness of Multimodal Large Language Models in Cultural Mixture Contexts

Reference 21

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Can Large Language Models Be an Alternative to Human Evaluations?

Reference 22

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity 2024 , eprint=

Reference 23

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity In: Duh, K., Gomez, H., Bethard, S

Reference 24

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Thirty-seventh Conference on Neural Information Processing Systems , year=

Reference 25

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Proceedings of the 2023

Reference 26

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity and Li, Tianle and Li, Dacheng and Zhu, Banghua and Zhang, Hao and Jordan, Michael I

Reference 27

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Proceedings of the 41st International Conference on Machine Learning , articleno =

Reference 28

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Reference 29

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity VLF eedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment

Reference 30

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity The Twelfth International Conference on Learning Representations , year=

Reference 31

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity doi: 10.18653/v1/2021.emnlp-main.595

Reference 32

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity and Parikh, Devi , title =

Reference 33

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity 2010 , journal =

Reference 34

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Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity 2023 , eprint=

Reference 35

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Observation f2d10547-b7c5-49fe-a330-69153143a250 · outbound

This paper cites Large language models are not fair evaluators.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Large language models are not fair evaluators

Reference 36

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation c9cf8482-3353-4392-bf8d-519c3971a0b1 · outbound

This paper cites Bowman and Shi Feng , booktitle=.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Bowman and Shi Feng , booktitle=

Reference 37

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no resolver link, observed 2026-06-27T04:56:44.970222Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:2c0c3f7edee7ed389090265e82cb5a19320e7f111281d25ffb197339ffb79732

Observation 769c30b4-2a2b-4eaa-965b-8d41a1ecf76d · outbound

This paper cites Humans or LLM s as the Judge? A Study on Judgement Bias.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Humans or LLM s as the Judge? A Study on Judgement Bias

Reference 38

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verified exact
doi, observed 2026-06-27T05:00:35.411036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:b23e0470c320b9d1479268e7ea098bdfa457822c2ebab80c76d88cbcb30c00d9

Observation 0513c9ec-5c99-46a0-b420-164b95948b4e · outbound

This paper cites Gallegos, Ryan A.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Gallegos, Ryan A

Reference 39

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verified exact
doi, observed 2026-06-27T05:00:35.375324Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:121b0e718dcd5c4b217e2f584b8d4d2821d76fa7c670b5e83f3b1bf428c33eb1

Observation d0aef866-54c3-4ee5-b8ed-e8ace5c2b6fe · outbound

This paper cites ISBN 9798400701924.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity ISBN 9798400701924

Reference 40

Resolution
metadata mismatch
arxiv_id, observed 2026-06-27T05:00:35.373110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:2b42c6732c1d3f177fab0cb0bf9ffa106f50537a11cb53e2a2475042f5780fa1

Observation c4d20ef1-d9a8-441d-b0b5-5f2f577cb731 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 41

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unresolved
no resolver link, observed 2026-06-27T04:56:44.970222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:b4b9f1b78ddb9a982afa916088625ea67894788a32963f705953539adf192d2a

Observation 135dbaef-6586-4a9d-93a0-5e6f59ae828b · outbound

This paper cites Knowledge of cultural moral norms in large language models.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Knowledge of cultural moral norms in large language models

Reference 42

Resolution
verified exact
doi, observed 2026-06-27T05:00:35.378376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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Observation 98d43f1e-cb42-4f5e-8b62-66fb4636d4a3 · outbound

This paper cites emnlp-main.882/.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity emnlp-main.882/

Reference 43

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metadata mismatch
doi, observed 2026-06-27T05:00:35.367197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:6fb20b3ada1e4da5e147d76d18881f14582f70cfc17655fade609a1ada4cf6e1

Observation 7fd28f99-95a3-4968-9d1e-ccc5682ddb98 · outbound

This paper cites METAL : Towards Multilingual Meta-Evaluation.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity METAL : Towards Multilingual Meta-Evaluation

Reference 44

Resolution
verified exact
doi, observed 2026-06-27T05:00:35.365421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:481e431d066724041e33cdec1595b03bb87216e70e7ac22589d61d46a03046c9

Observation 1bc770c7-b989-41b9-a37d-bc2745c0d6a9 · outbound

This paper cites C ultural B ench: A Robust, Diverse and Challenging Benchmark for Measuring LM s' Cultural Knowledge Through Human- AI Red-Teaming.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity C ultural B ench: A Robust, Diverse and Challenging Benchmark for Measuring LM s' Cultural Knowledge Through Human- AI Red-Teaming

Reference 45

Resolution
verified exact
doi, observed 2026-06-27T05:00:35.395433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:53693808ce504ca72a8baef20b4dc06039c924a73414716b404d43563cf3d760

Observation a5f0b26c-9fcd-4c0a-85d6-94fc1231fe3d · outbound

This paper cites 2024 , url=.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity 2024 , url=

Reference 46

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no resolver link, observed 2026-06-27T04:56:44.970222Z

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source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:af69331c229b0a5b0d04460f10dddc5a1340bc3727d12f3032c38b93b9301584

Observation 3a4cb03a-a721-47f4-a691-fd03819483e9 · outbound

This paper cites 2023 , eprint=.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity 2023 , eprint=

Reference 47

Resolution
unresolved
no resolver link, observed 2026-06-27T04:56:44.970222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:d734ab1a479931c033e1d25f9daa4e0b489ecaefb2e7272916178c3f1bbd7afb

Observation b13a5101-56ba-4723-ad9d-bd27e3830d5c · outbound

This paper cites 2024 , eprint=.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity 2024 , eprint=

Reference 48

Resolution
unresolved
no resolver link, observed 2026-06-27T04:56:44.970222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:6fb393fdf6eb23212913db3917bc21c5cfed5bba6c11467f87b7588b9bd23f79

Observation d30c53c1-9a05-4657-851e-06b9425a6a05 · outbound

This paper cites In: Dernon- court, F., Preoţiuc-Pietro, D., Shimorina, A.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity In: Dernon- court, F., Preoţiuc-Pietro, D., Shimorina, A

Reference 49

Resolution
metadata mismatch
doi, observed 2026-06-27T05:00:35.397636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:ad0dc83dfb12a7e674c177cdd21c9a81d2accfe0a3ded429dbbdd5e63e9e0c99

Observation 9d99b632-781c-4714-add1-d9fab1d78ec9 · outbound

This paper cites AVA: A large-scale database for aesthetic visual analysis , year=.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity AVA: A large-scale database for aesthetic visual analysis , year=

Reference 50

Resolution
unresolved
no resolver link, observed 2026-06-27T04:56:44.970222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:6551e30f1f73f343fc0e7139aea020a1c3f0e429c8bc043f54e7e9d8586ef131

Observation 159b4324-f4d4-4fae-8a0d-3d8beec6d9cf · outbound

This paper cites Photo Aesthetics Ranking Network with Attributes and Content Adaptation.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Photo Aesthetics Ranking Network with Attributes and Content Adaptation

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-07-03T16:58:42.569443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:df4016378a5e24702c980ce5f19fe83271d4b0c2bf47781816223567b750627d

Observation a216dde7-eea2-4118-a20e-92b8f5b3c3d0 · outbound

This paper cites Thirty-seventh Conference on Neural Information Processing Systems , year=.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Thirty-seventh Conference on Neural Information Processing Systems , year=

Reference 52

Resolution
unresolved
no resolver link, observed 2026-06-27T04:56:44.970222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:ce0d89a5a69bc3a09c36091e9be30f8546fab0e2c65c4ed0b1425bf873d89512

Observation 16f2d066-5cf0-4588-95c0-e4ba5775684e · outbound

This paper cites Thirty-seventh Conference on Neural Information Processing Systems , year=.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Thirty-seventh Conference on Neural Information Processing Systems , year=

Reference 53

Resolution
unresolved
no resolver link, observed 2026-06-27T04:56:44.970222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:f86584cf6a4be48a8c57cbec05f52a6426eb3aae703133bab1b21589f4ee1420

Observation 44341ad4-f9ea-44c7-95ba-6d673d4570f5 · outbound

This paper cites an unresolved cited work.

Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-06-27T04:56:44.970222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-27T04:56:44.970222Z digest=sha256:22488c8572eb187dec6b7bbea05ecabce1119c8c759983bc4c47b8f3838f711e

Pith citing papers

No inbound Pith citation observations are available.