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Paper Citation Record · LEDGER

Objective Metrics for Evaluating Large Language Models Using External Data Sources

As of 20 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 2026-08-20T06:33:59.587034+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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  • unresolved24
  • parse uncertain0
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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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:24.314059Z digest=sha256:be5c25128a1e85e6511838a05f31a995cf2508c629e330fdfb5172421608a9bb

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:24.480697Z digest=sha256:fb64edd8c8e2a474632c389f7e53fb14c5debae02b270ddf1560b6ae861b3f66

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:24.600562Z digest=sha256:091101046eba926fda653b341391f94dd74ab6883b4aa35db0f5653980c0408f

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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:24.949860Z digest=sha256:69b4406fc90071d2f6f72f83cde87dd3d644bbda86229b362f274cf8e722ad46

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:25.146320Z digest=sha256:505ca16216074cbb8edd1c2fcea699501eaffab39ecf61e6dad68265fcc796bd

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
no resolver link, observed 2026-08-06T10:17:25.299078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:17:25.299078Z digest=sha256:bfdb0b6377b522ae7f66d746b5c33cb9dbd983269cb868cc6e540e31080f7bc2

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:25.384086Z digest=sha256:88d57858985419a8fbc8a64d61983f210f8dec0b1df9635f03dcf369bb9fa17c

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.

source=arxiv_source observed=2026-08-06T10:17:25.528315Z digest=sha256:5309bd2ba18382b58fcdb46d78c768e664002601ab7a933f8bb9c4bb6131c51e

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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no resolver link, observed 2026-08-06T10:17:25.700381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:17:25.700381Z digest=sha256:8b4e5aa741630e643c79627b39a36abc88306d19f0448f6c4af6ab547d4b799b

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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raw_fallback, observed 2026-08-06T10:17:29.507123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:26.110308Z digest=sha256:87fa74ded0ee6957c4206cf98468070637a4e7ac4f44984a3ca17646aea42134

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:26.223721Z digest=sha256:e72e2e09246f31510cdb0404bf904195202dae9676eab9d3237d6f62887e3045

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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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:e56002d8931ca10e95fd87a1f7629a393bc450a97e282aca61e67728ac45eac8

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.

source=arxiv_source observed=2026-08-06T10:17:26.562584Z digest=sha256:4fdd2860c5c00c9d5da84e3f6c1cab13e0ab12d3b4c02dd658a36fbd22fbca87

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:26.712655Z digest=sha256:675998797b71228f0f6609b0c31a9d7ebe16ae7fb815b6cfbc1b2bd01d7954d9

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:26.811030Z digest=sha256:9bf43d860e8cdcbd9a8a9221784cd2185bc55c08fd949a152e3bd66fb978711d

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 2026-08-20T06:33:59.587034+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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+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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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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no resolver link, observed 2026-08-06T10:17:27.122899Z

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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Observation 552a14f4-699d-4b39-8a4a-d9aaa50f8921 · outbound

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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 2026-08-20T06:33:59.587034+00:00.

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

This paper cites Second Workshop on Computer-Supported Peer Review in Education, associated with Educational Data Mining , year=.

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 3dfe4d1f-e88f-4895-bbdd-7ec1ce6bd022 · outbound

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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 2026-08-20T06:33:59.587034+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
raw_fallback, observed 2026-08-06T10:17:28.900947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+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
no resolver link, observed 2026-08-06T10:17:27.176437Z

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.181804Z digest=sha256:867ec8540bd204a0ff5af1e09e29b3e56cf25ae7feb508fb5881c174c051d927

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

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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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.188681Z digest=sha256:cf6d45ad72ed50989edae415d4a9cf08efb7b80b9780587e6562da53073e6eb9

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
raw_fallback, observed 2026-08-06T10:17:28.726093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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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=sha256:00beb17387840a49c09425e1075be992d534b49e18eb8a16bd132dcce997c18a

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T10:17:27.213243Z digest=sha256:0b144b0f869f2798ad43c49ed98293e8470b3337c2c251aeda35d4900a169b60

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.234627Z digest=sha256:a3b1ecc69166a608c7675ed0f272db18aaee7db2ad4fd2eac688da757d1bd23b

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.252883Z digest=sha256:698f884155d968d908dccdba41a4cd0eb295737ba2a05ef9a9a49247ebc308b7

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.260457Z digest=sha256:0c3415fb06ffc10fefbe711bfcd13084de02f4fded9cfcca24763ec4d31540e5

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.268805Z digest=sha256:28715a0d3c0133b2facf819f4ef31abdf1a4d36cf7a31faeb941f5bf9687135d

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.274354Z digest=sha256:32744dab4ac8dfd1e4af4fb5d910705ecb2e53bf3654ab5ff8113daf2a5dd104

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.282316Z digest=sha256:b8064e2d3d8427b7126ce9eda79719a99d4653fec300ae58a506c4666e042605

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.291590Z digest=sha256:de67c10c6a935b4f9e91f0d5c02da1c86675417286af420110783d790a89ad49

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.304087Z digest=sha256:3f8bd35869633b1ef553eab60d02a0f97442151e6448364a56e76fd6a32f6089

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.329561Z digest=sha256:9a2a74d9d622d69cb6f74c01129143194f21b53e705f2c01d8a68238ded0b02e

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.340395Z digest=sha256:f7372f220fea3711ea285daf0f1fb344a158d388ddbe27e24a97b88b36675e67

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.353961Z digest=sha256:b7a3d4bd3e3a1b7345d23bef0ae9c1f8a813dbf99799151cc52437577e839cc3

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.362607Z digest=sha256:f28394031d01778f710f171ad34fd32782319de29c547d1e3011747b071acd6c

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.371772Z digest=sha256:9cf015ec97a1a13e75f2d7a03afcc7867f3ef29a510c9f9b3c946fb80fab7a22

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.381892Z digest=sha256:4eafa088097d1f7b8d23cd6af000e69b5d9a33f445145c929756e40c80b21d93

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.396409Z digest=sha256:dff7ca2075a16a4b6a58b587858d0a46511e063710b8864007117054f63a0cd8

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.413847Z digest=sha256:32c762cf071935d3f92e39933073c41df7dc6d572a8b9c10d666028447b3eff7

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.422597Z digest=sha256:94a7b89b04114431fa85292880f2b19d4781d93765c197e5e9f0172ec1ea6b8c

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.440977Z digest=sha256:2060ed27c5dd601e3b99c8bdf70b0e5ec789063d00e84d191d8b395c8d6f6e22

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.464135Z digest=sha256:9e187b07ab2e149d3a735c0ac2bb9df69e213852af219d89e6a6df9610832ada

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T10:17:27.485628Z digest=sha256:a4480c14b70d9132ca817d37e890921bb8d57d11e7597f3e5ec9432b91d050df

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:e92a5b22b311b98c55c3c27c2628ab3b2ee0088aeef7bccbe3020f35ad5ba739

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=sha256:05fcb524e9abc05258f3e6f20331eae9b4d6bb515d8acf6705d6f9568111dfc6

Pith citing papers

No inbound Pith citation observations are available.