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Paper Citation Record · LEDGER

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment

As of 8 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2607.15829.

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

pith.paper-citation-record.v1
2607.15829 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:15:47.373086Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

57 of 57 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved56
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac860bd4-fa67-411b-b535-a0e68622cdb2 · outbound

This paper cites 2024 , howpublished =.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment 2024 , howpublished =

Reference 1

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no resolver link, observed 2026-08-01T22:15:41.247184Z

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Observation 6bf18111-ec1b-4c32-8411-04d8a8b59fee · outbound

This paper cites an unresolved cited work.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Unresolved cited work

Reference 2

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source=arxiv_source observed=2026-08-01T22:15:41.404193Z digest=sha256:fe6b85f2b9dcae7da3cb32310eb6478938af65322795362342349e100a03c2f4

Observation 3799c577-b4c4-42b0-8731-a4be00098b93 · outbound

This paper cites Fundamentals of Artificial Intelligence , pages=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Fundamentals of Artificial Intelligence , pages=

Reference 3

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source=arxiv_source observed=2026-08-01T22:15:41.523742Z digest=sha256:6d6b70fedd53b180978ae0a0d1f5711ab96134b52af82e44012ad3725c1562c9

Observation a8931b3a-18a0-42b3-b5ae-7fca0858475d · outbound

This paper cites arXiv preprint arXiv:2510.22830 , year=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment arXiv preprint arXiv:2510.22830 , year=

Reference 4

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Observation 4333c954-e090-44dc-898b-791b1d2b72b2 · outbound

This paper cites Proceedings of the 22nd.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the 22nd

Reference 5

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Observation 73b6ecfc-6bf3-4b95-a970-7735da98e9ea · outbound

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

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Advances in Neural Information Processing Systems , volume=

Reference 6

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no resolver link, observed 2026-08-01T22:15:41.774246Z

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Observation 590f8b89-e591-43b7-b101-435e5c1a25c5 · outbound

This paper cites 16th International Conference on Educational Data Mining,.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment 16th International Conference on Educational Data Mining,

Reference 7

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Unavailable: canonical work link unavailable.

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Observation febc220d-7903-4feb-8587-2961c9b86b6b · outbound

This paper cites Text Summarization Branches Out , pages=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Text Summarization Branches Out , pages=

Reference 8

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no resolver link, observed 2026-08-01T22:15:41.928927Z

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Observation 3a0d587d-4f76-464d-8e21-d5b4273f5966 · outbound

This paper cites Journal of Physics: Conference Series , volume=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Journal of Physics: Conference Series , volume=

Reference 9

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Observation 744842cc-7148-4aed-b980-c38ba5856ab5 · outbound

This paper cites Sixth Applied Natural Language Processing Conference , pages=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Sixth Applied Natural Language Processing Conference , pages=

Reference 10

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no resolver link, observed 2026-08-01T22:15:42.038936Z

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Observation 9b86ca2c-ca3a-480d-9019-f6cb1abfe812 · outbound

This paper cites Introduction to the.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Introduction to the

Reference 11

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Observation 4447ed06-4f39-4174-b1f9-02e6be5296a9 · outbound

This paper cites Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , pages=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 12

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Observation 1fb98a68-b1fd-46c3-8db8-b2e832d555b6 · outbound

This paper cites Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (

Reference 13

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Observation 738ef95e-2294-4168-a4d8-c81299a3a79e · outbound

This paper cites Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , pages=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 14

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Observation 3b5d3baa-2e6c-471d-8ebf-34b9687fe37d · outbound

This paper cites Proceedings of the 55th Annual Meeting of the.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the 55th Annual Meeting of the

Reference 15

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Observation 87a77065-b624-4064-874e-2b6952e5ee4b · outbound

This paper cites The Phi Delta Kappan , volume=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment The Phi Delta Kappan , volume=

Reference 16

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source=arxiv_source observed=2026-08-01T22:15:42.499967Z digest=sha256:adf3f03225fe5a9c33771191c28b40102b0092e31a2d9b838e5b821e9c8bb83c

Observation 156fcb53-ec11-4735-bd2d-9cfb177a7f5a · outbound

This paper cites The Journal of Technology, Learning and Assessment , volume=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment The Journal of Technology, Learning and Assessment , volume=

Reference 17

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Observation 6629f6f9-c2aa-4abd-bc0d-2ee918bd0d8d · outbound

This paper cites Automated essay scoring with e-rater.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Automated essay scoring with e-rater

Reference 18

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Observation 98d17673-42b7-4246-94d8-a85f4c4080a7 · outbound

This paper cites Educational Measurement: Issues and Practice , volume=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Educational Measurement: Issues and Practice , volume=

Reference 19

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Observation 64c1e497-554e-4ad3-a94d-1e69a894e61d · outbound

This paper cites Advancing Natural Language Processing in Educational Assessment , pages=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Advancing Natural Language Processing in Educational Assessment , pages=

Reference 20

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Observation d50f6ab4-7d53-42cf-b159-09a189494cd3 · outbound

This paper cites Proceedings of the 27th International Conference on Computational Linguistics , pages=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the 27th International Conference on Computational Linguistics , pages=

Reference 21

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Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment 2013 , publisher=

Reference 22

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Observation 6ea29082-77db-46d1-bee5-7ac524cc574a · outbound

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Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment AI Magazine , volume=

Reference 23

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Observation 5698256c-2569-4ed9-b4f8-fae405a33c77 · outbound

This paper cites An automated essay scoring systems:.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment An automated essay scoring systems:

Reference 24

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Observation 19e450b0-4816-436d-84be-e63a854f5184 · outbound

This paper cites Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing , pages=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 25

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Observation a175c483-e3e8-44be-a7cc-4447dd32d202 · outbound

This paper cites Proceedings of the 54th Annual Meeting of the.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the 54th Annual Meeting of the

Reference 26

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no resolver link, observed 2026-08-01T22:15:43.850135Z

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Observation 17cf7e4f-f941-441c-ab3a-fff11a985be5 · outbound

This paper cites Proceedings of the 21st Conference on Computational Natural Language Learning , pages=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the 21st Conference on Computational Natural Language Learning , pages=

Reference 27

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Observation 669c94ea-735a-4e84-bfbc-51d1ed422435 · outbound

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

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Advances in Neural Information Processing Systems , volume=

Reference 28

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Observation a770c5ca-2196-4094-b227-6c298bcadbbc · outbound

This paper cites an unresolved cited work.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Unresolved cited work

Reference 29

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Observation c235873c-9d0e-4340-bb53-315367708e0e · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment On the Opportunities and Risks of Foundation Models

Reference 30

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no resolver link, observed 2026-08-01T22:15:44.396761Z

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Observation 3c155c9c-b3cd-40af-a8d5-4d9077c28137 · outbound

This paper cites GPT-4 Technical Report.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment GPT-4 Technical Report

Reference 31

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Observation 46b655b7-7cc1-4295-ada8-3f4fd5daed6c · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 32

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no resolver link, observed 2026-08-01T22:15:44.540388Z

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Observation c4ca6c3b-b86a-49d3-9017-b3949823565d · outbound

This paper cites Automated assessment and feedback in higher education using generative.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Automated assessment and feedback in higher education using generative

Reference 33

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Observation be1f357d-4642-4114-be78-7c170d027fd8 · outbound

This paper cites Enhancing academic writing skills and motivation: assessing the efficacy of.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Enhancing academic writing skills and motivation: assessing the efficacy of

Reference 34

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Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment TechTrends , volume=

Reference 35

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Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment IEEE Transactions on Learning Technologies , volume=

Reference 36

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Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Computers & Education: Artificial Intelligence , year=

Reference 37

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Observation 8d094a90-6824-4682-95ff-c9a6a528f98d · outbound

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Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Learning and Individual Differences , volume=

Reference 38

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no resolver link, observed 2026-08-01T22:15:45.357817Z

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Observation 1e46cc5f-5348-4287-8709-9242677bd4d4 · outbound

This paper cites Computers and Education: Artificial Intelligence , volume=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Computers and Education: Artificial Intelligence , volume=

Reference 39

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:45.554131Z digest=sha256:e65917f970a109b6e5fbb032a5fa19f7cb632d0873e5a0fedc4fb80d3c46c599

Observation 226ad1bb-675f-418f-bdb1-88f2cf409ffa · outbound

This paper cites Large language models and automated essay scoring of.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Large language models and automated essay scoring of

Reference 40

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unresolved
no resolver link, observed 2026-08-01T22:15:45.710444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:45.710444Z digest=sha256:62306325ab373e25b54ac3770b11f7812c600bb8ba0b86c6ed0ba37beb1517b4

Observation 35e6293b-dba9-4ce1-8558-2d4c7907d228 · outbound

This paper cites Proceedings of the 18th workshop on innovative use of.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the 18th workshop on innovative use of

Reference 41

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no resolver link, observed 2026-08-01T22:15:45.845355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:45.845355Z digest=sha256:72b3ab4e3ae84c81d6b346cbbd64e2503b5f50f0fb1bc25db2e2010c9624686c

Observation 3a404ae4-9a80-420e-9dbc-fca0ee6957a9 · outbound

This paper cites 2004 , publisher=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment 2004 , publisher=

Reference 42

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no resolver link, observed 2026-08-01T22:15:46.015487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:46.015487Z digest=sha256:fcbae0956e167b64adca572282c7f283fa3225b6c5d7a8a3c0aa3981c7666a2c

Observation 33481108-df16-4f5e-b874-a340071d6e17 · outbound

This paper cites Fine-tuning.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Fine-tuning

Reference 43

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unresolved
no resolver link, observed 2026-08-01T22:15:46.107591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:46.107591Z digest=sha256:9a5aed0749b3ec87a61ed1bdd1d4ef24539fe78c94350a72ac24a2f59738b3c1

Observation 71b2e739-15c9-4c1f-9ec3-542b930b10d7 · outbound

This paper cites Automated scoring of junior and senior high essays using.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Automated scoring of junior and senior high essays using

Reference 44

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unresolved
no resolver link, observed 2026-08-01T22:15:46.262520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:46.262520Z digest=sha256:4b5a6f1d70001a55a45dda02ab7434843f668eb790e8ba08e91842f2c95eb99f

Observation 69d593ef-1aef-4d09-ad77-d6c1c6575905 · outbound

This paper cites RoBERTa: A Robustly Optimized.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment RoBERTa: A Robustly Optimized

Reference 45

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unresolved
no resolver link, observed 2026-08-01T22:15:46.400320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:46.400320Z digest=sha256:b006cc87c47a29eddbef723875ee3048c40e2cd1f97f0cb2f63701f1dbe57465

Observation 4314955f-2536-40e3-9222-db4b24a57f0c · outbound

This paper cites an unresolved cited work.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Unresolved cited work

Reference 46

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unresolved
no resolver link, observed 2026-08-01T22:15:46.573530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:46.573530Z digest=sha256:b0def3182f9a036e2241e81bc1ec2b2fa3b947a380c9469583ec6dd054eb2c1f

Observation 833fe0a8-cce5-4f4c-9fbf-5b7f16f88d2f · outbound

This paper cites Proceedings of the International Conference on Learning Representations (.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the International Conference on Learning Representations (

Reference 47

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no resolver link, observed 2026-08-01T22:15:46.635566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:46.635566Z digest=sha256:2fd7b52e1b09b9dc0c902c4a45982a3796cc70540d8d0893f100fb275caf0e66

Observation 0e0df6c1-08d1-4553-81ea-33980adac159 · outbound

This paper cites Proceedings of the Annual Meeting of the.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the Annual Meeting of the

Reference 48

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no resolver link, observed 2026-08-01T22:15:46.682704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:46.682704Z digest=sha256:f298dbbbd7c34d50edfede8f624a47c6b22d92f06ea8687185313c648aeb2108

Observation e02d5e6a-ec17-4728-b755-0a6c7dbd2d97 · outbound

This paper cites Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (

Reference 49

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no resolver link, observed 2026-08-01T22:15:46.752797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:46.752797Z digest=sha256:512c2682c778f4b28bb5a8521290dc3711f18dd1fb0c6093e2523ca84bfcfe49

Observation 02968680-4f76-47ce-b572-51d7f8e0bcd8 · outbound

This paper cites Proceedings of the 29th International Conference on Computational Linguistics , pages=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the 29th International Conference on Computational Linguistics , pages=

Reference 50

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no resolver link, observed 2026-08-01T22:15:46.798053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:46.798053Z digest=sha256:ea7b6f14bdb5b34d0250039a43f3009ff513b58dbd2dbbb8ee0f653c1e3ca742

Observation e62f5bfa-a4ee-48eb-a964-6af550eb5c5e · outbound

This paper cites 2025 , address=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment 2025 , address=

Reference 51

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no resolver link, observed 2026-08-01T22:15:46.904467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:46.904467Z digest=sha256:c50a371858e068b00a87bde61d8c35dc27d2869cbe25d6d4c52a295bee3c2f13

Observation ba14fcb1-c20d-41d0-9076-4f96c9a03a02 · outbound

This paper cites 2025 , address=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment 2025 , address=

Reference 52

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no resolver link, observed 2026-08-01T22:15:46.966829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:46.966829Z digest=sha256:e068127eef4eb574fe460e264086719438c15a08e72d9931f95d655649941975

Observation f3be6ed4-4a5e-41d8-9613-6f73f916df7b · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 53

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verified exact
doi, observed 2026-08-01T22:18:31.704154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-01T22:15:47.044182Z digest=sha256:a552a9a20a8b0d5fc6c6578950e823388f7015d0b991377d3444b537a7e06ad0

Observation d31c0799-beed-4daa-b8e4-246db5f5f235 · outbound

This paper cites Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring

Reference 54

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no resolver link, observed 2026-08-01T22:15:47.133512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:47.133512Z digest=sha256:7e2d56f2d3c6f1d0d4c6169772d8ba6271df8053eb1ba4dfc7cf8d4fd084e7f9

Observation 63c6ceb1-15e9-43d2-8e08-c874735ff935 · outbound

This paper cites an unresolved cited work.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Unresolved cited work

Reference 55

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no resolver link, observed 2026-08-01T22:15:47.217579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:47.217579Z digest=sha256:bb9cb0d5545a5e8f3bd46da258d2663bb73fbf7f0cf015f5f5c843aaf8646951

Observation f426d5fe-624a-4000-b355-ca7e45ce51b9 · outbound

This paper cites LLM Essay Scoring Under Holistic and Analytic Rubrics: Prompt Effects and Bias.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment LLM Essay Scoring Under Holistic and Analytic Rubrics: Prompt Effects and Bias

Reference 56

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no resolver link, observed 2026-08-01T22:15:47.300281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:47.300281Z digest=sha256:14a408b5b1e5dfb4242327b650ef90375ed42d8fa167973e090bc1ecf9b6357b

Observation 05dd8faa-5b81-426b-a39b-8d66ff166a68 · outbound

This paper cites an unresolved cited work.

Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment Unresolved cited work

Reference 57

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no resolver link, observed 2026-08-01T22:15:47.373086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T22:15:47.373086Z digest=sha256:9257c39b15ac475678233f4057de68e9f597c3a593d2a209b0fc9d20ddccc786

Pith citing papers

No inbound Pith citation observations are available.