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Paper Citation Record · LEDGER

Objective Metrics for Evaluating Large Language Models Using External Data Sources

As of 8 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2508.08277.

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

pith.paper-citation-record.v1
2508.08277 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:17:27.518793Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

59 of 59 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9c87b443-174a-44c4-b61a-a0e875c32538 · outbound

This paper cites Learning and Instruction , volume=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Learning and Instruction , volume=

Reference 2

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 272e5580-81d2-49a3-8fe0-76780418aba4 · outbound

This paper cites Proceedings of the Eleventh ACM Conference on Learning@ Scale , pages=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Proceedings of the Eleventh ACM Conference on Learning@ Scale , pages=

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:24.314059Z digest=sha256:3d16fd3fd0b31d087f5ea9c31a2c1a7a15e0277aa61d185afcf5cc8fbab230b3

Observation 4474936f-8e55-4001-bdb7-de122f203e81 · outbound

This paper cites Springer, Cham , year=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Springer, Cham , year=

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 55f68602-8419-4ac9-b6ec-3818e7cd5909 · outbound

This paper cites ACM transactions on computer-human interaction , volume=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources ACM transactions on computer-human interaction , volume=

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation fc1b8494-42a5-4eef-b948-afdb551e9041 · outbound

This paper cites Expert Systems With Applications , volume=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Expert Systems With Applications , volume=

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation eb69c36f-0fe4-4a60-a5d9-961d271db5af · outbound

This paper cites Education and Information Technologies , pages=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Education and Information Technologies , pages=

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b5ef7c28-d7e7-4fcb-aae5-fdabf95e0d68 · outbound

This paper cites Thinking Skills and Creativity , volume=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Thinking Skills and Creativity , volume=

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:24.949860Z digest=sha256:daaa08dfe9a1f4486c52e5ff24876c66d376215adbef7fcdc864689c21b2ea98

Observation d0409e55-86ac-42c5-bea6-dd29007095a4 · outbound

This paper cites 2023 , school=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources 2023 , school=

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:25.146320Z digest=sha256:a65c4f3a83e9ef85d2ef69238d3f63ef2ca188d17bbdc284bee2c06a653a8023

Observation 050696c3-429d-4a07-a139-06cff7431915 · outbound

This paper cites ACM Transactions on Intelligent Systems and Technology , volume=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources ACM Transactions on Intelligent Systems and Technology , volume=

Reference 10

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:17:25.299078Z digest=sha256:40a75a5cad6f46afef00ef036c223248f5762ef509183a01464d5343f780799e

Observation 5eaa5337-a1c7-4ceb-94cc-527c159a81b1 · outbound

This paper cites Proc Meeting of the Association for Computational Linguistics , year=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Proc Meeting of the Association for Computational Linguistics , year=

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:25.384086Z digest=sha256:5eab7f2c66d840edc07ad2da85fe68aadf53d8486ee05bad1bf23bf019a86e9c

Observation ff2dec81-9ee4-4ec9-a7b7-0fb938119f8d · outbound

This paper cites Text summarization branches out , pages=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Text summarization branches out , pages=

Reference 12

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no resolver link, observed 2026-08-06T10:17:25.528315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 710f1c03-bc62-41d9-897e-f0f91bd53342 · outbound

This paper cites Proceedings of the acl workshop on intrinsic and extrinsic evaluation measures for machine translation and/or summarization , pages=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Proceedings of the acl workshop on intrinsic and extrinsic evaluation measures for machine translation and/or summarization , pages=

Reference 13

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8f46911f-c6ab-40f1-b723-7fb1ce3cb4e8 · outbound

This paper cites Journal of High Energy Physics , volume=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Journal of High Energy Physics , volume=

Reference 16

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 77e87f03-7f46-45ff-92e5-3d5d3552dbcd · outbound

This paper cites Hydrological processes , volume=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Hydrological processes , volume=

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:26.223721Z digest=sha256:fcfe29e81ce2ea7854bb275e655a983d3373fc2434ccf05c960afe07984a0aa3

Observation c2004606-bc0d-4054-af3a-3b3c349bb87d · outbound

This paper cites Advances in neural information processing systems , volume=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Advances in neural information processing systems , volume=

Reference 18

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unresolved
no resolver link, observed 2026-08-06T10:17:26.403839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:17:26.403839Z digest=sha256:138910d7542d55e4be8512e5442fec1b13e65cc4bc52262c4c61d1065cb69c57

Observation e289a0af-ab01-48f9-bed8-91f8f04369d8 · outbound

This paper cites Holistic Evaluation of Language Models.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Holistic Evaluation of Language Models

Reference 19

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no resolver link, observed 2026-08-06T10:17:26.562584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bee932d6-69a1-479e-9e23-c05f546b65ad · outbound

This paper cites Proceedings of the Fourth Workshop on Data analytics in the Cloud , pages=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Proceedings of the Fourth Workshop on Data analytics in the Cloud , pages=

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:26.712655Z digest=sha256:126167a619421b65625d474a0d4e1bf88754ff3947e562e2eb1efba61899be70

Observation 14baa380-b8d7-4879-81d0-ab6c95913c8a · outbound

This paper cites Teaching in Higher education , volume=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Teaching in Higher education , volume=

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 20e6b57a-95c3-4470-a14a-a4d5d42b500f · outbound

This paper cites 18th Conference on Software Engineering Education & Training (CSEET'05) , pages=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources 18th Conference on Software Engineering Education & Training (CSEET'05) , pages=

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 6d253ea7-a9d8-4023-967e-b8ca38e26620 · outbound

This paper cites 2024 5th International Conference for Emerging Technology (INCET) , pages=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources 2024 5th International Conference for Emerging Technology (INCET) , pages=

Reference 24

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 462337ae-13d7-4293-9b34-66edf05d1590 · outbound

This paper cites Glasgow: Quality Assurance Agency (QAA) for Higher Education , year=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Glasgow: Quality Assurance Agency (QAA) for Higher Education , year=

Reference 25

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 5056b92d-07f3-42e4-8793-5b86fd8b949a · outbound

This paper cites Available at SSRN 4312418 , year=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Available at SSRN 4312418 , year=

Reference 26

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 42abc01e-aaf9-46f4-b957-d3c91f0f289a · outbound

This paper cites Learning and individual differences , volume=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Learning and individual differences , volume=

Reference 27

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no resolver link, observed 2026-08-06T10:17:27.061006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2f431ec5-44ed-4b96-82a5-7234ee5c0d35 · outbound

This paper cites Journal of Artificial Intelligence Research , volume=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Journal of Artificial Intelligence Research , volume=

Reference 29

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no resolver link, observed 2026-08-06T10:17:27.076510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f7dc3f0b-ac3d-475d-a482-1c38bd3b098a · outbound

This paper cites Proceedings of the Eleventh ACM Conference on Learning@ Scale , pages=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Proceedings of the Eleventh ACM Conference on Learning@ Scale , pages=

Reference 30

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no resolver link, observed 2026-08-06T10:17:27.088002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2225407c-6cd8-45eb-8676-c2eca11aa181 · outbound

This paper cites World Wide Web , volume=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources World Wide Web , volume=

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 236a9bf5-2c98-48ad-a887-8f35b3a7ff56 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Advances in Neural Information Processing Systems , volume=

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Objective Metrics for Evaluating Large Language Models Using External Data Sources Innovate: Journal of Online Education , volume=

Reference 33

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation d93f4ce0-9969-4bb4-83e0-aa9122b83122 · outbound

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Objective Metrics for Evaluating Large Language Models Using External Data Sources Second Workshop on Computer-Supported Peer Review in Education, associated with Educational Data Mining , year=

Reference 34

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Objective Metrics for Evaluating Large Language Models Using External Data Sources 2024 IEEE Frontiers in Education Conference (FIE) , pages=

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b0e87664-2edf-477f-b281-53057dd4a3af · outbound

This paper cites an unresolved cited work.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Unresolved cited work

Reference 36

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 86b48c0a-2136-4b19-8163-04aa37bd19b6 · outbound

This paper cites PaLM 2 Technical Report.

Objective Metrics for Evaluating Large Language Models Using External Data Sources PaLM 2 Technical Report

Reference 37

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b36e0111-b7ec-4987-aaf1-32bae2fb0262 · outbound

This paper cites Banerjee and A.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Banerjee and A

Reference 38

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verified fuzzy
raw_fallback, observed 2026-08-06T10:17:28.842833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.181804Z digest=sha256:dd9056c68494679d18ef647fe70498346b5ec65ac576a08603c046135a2395c4

Observation bd956ff1-3190-4a36-9152-1dad23e72e77 · outbound

This paper cites Bhatnagar.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Bhatnagar

Reference 39

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.188681Z digest=sha256:9c893f14515d681303d1a6356e073920feac7e7daaa176978fedb37c4dd27b83

Observation 0e883130-2661-4990-95af-ed0732975dd6 · outbound

This paper cites an unresolved cited work.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Unresolved cited work

Reference 40

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.196393Z digest=sha256:3f2b626c71844f70e5afe894d371aff7730edcdcd5f4123b38db9f29e51d908e

Observation 9d78d382-df9b-459a-8487-c4e829f95538 · outbound

This paper cites Chang, X.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Chang, X

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:17:27.204753Z digest=sha256:39f2318895f22fd9fb438843ddb10ce5d0a01b82759d650e7662d815c5834974

Observation d03e1c93-bb58-4c80-ac40-cc515bce4166 · outbound

This paper cites Language Models are Few-shot Learners for Prognostic Prediction.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Language Models are Few-shot Learners for Prognostic Prediction

Reference 42

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unresolved
no resolver link, observed 2026-08-06T10:17:27.213243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:17:27.213243Z digest=sha256:9809e6e0b07aaee43b914dff53d86fb1f38c4f08d4a1986f083c750f99a8512e

Observation a17e402e-ade8-4922-896f-1d4e2d3fc788 · outbound

This paper cites Crain, J.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Crain, J

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:17:28.646169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.234627Z digest=sha256:4d11dbdd6d7f1d16b2fe8a3b78221089452e55871ff62632a654e9d193ab5245

Observation 43463620-59e2-4bcd-8141-11f4de5a17d9 · outbound

This paper cites an unresolved cited work.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:17:28.624119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.252883Z digest=sha256:03d13bf2b95681b4baab07cf372b0219498e008463bc45424c62b2053429f4c5

Observation 03d230a4-d0ad-4d3c-b860-73417a0d72c5 · outbound

This paper cites Gehringer, L.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Gehringer, L

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:17:28.589552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.260457Z digest=sha256:54b47c03bff1f47d42a3da1ae7fde9a96c76c1eed2175581e3590e0b758ac986

Observation 652d424a-7a80-4ab7-9baf-8b9c7f84144b · outbound

This paper cites Gehrmann, E.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Gehrmann, E

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:17:28.556584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.268805Z digest=sha256:09937d04e55aa0ed8b7e60a74134674f4e1f763fed6665be1d1b68095255f81c

Observation 360170ed-e008-445a-a6a1-8be44f6fb955 · outbound

This paper cites Gehrmann and R.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Gehrmann and R

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:17:28.514640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.274354Z digest=sha256:ed27fa03939bbb6084835a9ea6eaac5faac4424dd90fba8608a57503f05472b9

Observation 7513dfca-2004-41c8-8622-5b7bed474492 · outbound

This paper cites Gielen, E.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Gielen, E

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:17:28.480437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.282316Z digest=sha256:792c5f2c601b62b18761464aa12cc868f31100669eae9cf7012323da95590316

Observation 882bbeaf-524c-4d19-8b7b-212e655cc8ff · outbound

This paper cites u chemann, M. Bannert, D. Dementieva, F. Fischer, U. Gasser, G. Groh, S. G \.

Objective Metrics for Evaluating Large Language Models Using External Data Sources u chemann, M. Bannert, D. Dementieva, F. Fischer, U. Gasser, G. Groh, S. G \

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:17:28.452422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.291590Z digest=sha256:866dc06895e58299fb4dba9c9ba7144c70080685b7eb48399f89419f3007ad10

Observation e685cb80-2e76-4b76-9fb9-b7f7cd001024 · outbound

This paper cites Kulkarni, S.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Kulkarni, S

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:17:28.391364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.304087Z digest=sha256:cb3261198357e146f23e3f95174e69663b2d81840f2a2ffc6126d2fddc44d3a0

Observation 2860c6b7-6cc5-4cb5-a43a-379f3aca5e55 · outbound

This paper cites an unresolved cited work.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:17:28.351147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.329561Z digest=sha256:e4112c91ba435d959f6273017069b79853d7c5b083b92b6abe156b079be5ea55

Observation de3fe33e-e378-4910-9e06-a0166f93ec55 · outbound

This paper cites Personalized Multimodal Feedback Generation in Education.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Personalized Multimodal Feedback Generation in Education

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-08-06T10:17:27.695524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.340395Z digest=sha256:122ed07a4df46810c08b3f68a0cebcc184e1ded4c499be6c297efe702f490291

Observation 476e90c2-9a89-4155-b56a-642d33c13fc7 · outbound

This paper cites Liu and D.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Liu and D

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:17:28.306611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.353961Z digest=sha256:d4b45a349247212190dff3b62033191c9b13bcddf847c7ab8464fe17643f3e11

Observation 048f0689-f022-4e2e-b3d1-b4c0a83c6de7 · outbound

This paper cites Lu and X.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Lu and X

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:17:28.281989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.362607Z digest=sha256:425127adafd517712895a516ec9a28aa45012c09db851aa6aca76eb40f699733

Observation 49fd9cf6-54b5-413d-8939-fc973193f34e · outbound

This paper cites an unresolved cited work.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:17:28.253040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.371772Z digest=sha256:29b5d76d019c721a0887ff9336cb2fe47515a155334e444d23fe4d08e869aa2e

Observation a791954b-c75c-483f-9204-07ff37ba48d9 · outbound

This paper cites an unresolved cited work.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:17:28.174802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.381892Z digest=sha256:89c5dad77e0393a19e7b4d33a85c7da021bedfac12321f576aa7aa51ed7d6122

Observation 4c553f14-76b3-4e64-963a-9d8f64ea61ab · outbound

This paper cites Papineni, S.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Papineni, S

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:17:28.132991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.396409Z digest=sha256:4d8bb72522213d0927589916e1b84286c69760892c2e45b56024707559de1297

Observation 5cb712de-bf3a-4bdf-b587-66b0d86b6988 · outbound

This paper cites Rafailov, A.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Rafailov, A

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:17:28.091812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.413847Z digest=sha256:553b988f62634d9b3223a0f1d29bef0fbbba178c22e337a5b4cdfc150aa9e6c2

Observation a85ae4cc-2437-49fa-8b36-ac20656bcf3a · outbound

This paper cites an unresolved cited work.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:17:28.060153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.422597Z digest=sha256:a9485841d4d5acf1017d1b48a4603128c4cc33a32ce6bf21a39a784efd45e69e

Observation 4358526c-c02e-495f-ac30-eb7cf318e2dd · outbound

This paper cites an unresolved cited work.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:17:28.032715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.440977Z digest=sha256:53a8e4b4f49857d49f4a1c78ebbcd8f1a514fd106632344b22f0292a35e061cc

Observation 32f0c425-7c96-46b4-9a90-8a0537106bba · outbound

This paper cites Zeid and M.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Zeid and M

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:17:27.994382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.464135Z digest=sha256:5c367b0a2b8fab638533918e18563e9ef31966185774918c05060a7c33c7f455

Observation 1631cd12-969b-44c7-9c16-dc5a6530ba8c · outbound

This paper cites an unresolved cited work.

Objective Metrics for Evaluating Large Language Models Using External Data Sources Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:17:27.917050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.485628Z digest=sha256:f4d37ec269b6539af5e0e72c6774b83489254e39cbabe7cdc4ea6aad84ca077d

Observation ea96fc57-dea1-4fca-ba82-73873db37fdb · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Objective Metrics for Evaluating Large Language Models Using External Data Sources BERTScore: Evaluating Text Generation with BERT

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-06T10:17:27.493254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:17:27.493254Z digest=sha256:1b24daaeaf2fbe07283458e3f29459c2d020394304b4438c7b071a26c7932d15

Observation 9c7f9d6b-1f6f-46e7-980d-854c74d30a7b · outbound

This paper cites MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance.

Objective Metrics for Evaluating Large Language Models Using External Data Sources MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T10:17:27.518793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:17:27.518793Z digest=sha256:67147d624c7dbb08e8dd1cb071dc6f16ffd6fccd321e2fd98d90f9f54509d6d7

Pith citing papers

No inbound Pith citation observations are available.