Paper Citation Record · LEDGER

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems

As of 20 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2505.22771.

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

pith.paper-citation-record.v1
2505.22771 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:04:17.103894Z

measured 47 of 47 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T17:38:19.304425Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

46 of 46 outbound references displayed

verified exact6
verified fuzzy0
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 2bce54eb-3a2f-4db4-8f75-7c4437ef7d4d · outbound

This paper cites online" 'onlinestring :=.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:13.596909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26719473-ebda-4655-9460-1e3de3fe5782 · outbound

This paper cites write newline.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:13.674234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d848780b-b8ea-4d02-80e5-b602d7ade3b5 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:04:20.807422Z

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.

Observation ceb1ae35-1e65-456c-9994-fa8e6fcace76 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:04:20.660647Z

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.

Observation 9a7296df-33ff-4dbc-ba9b-e116900ac946 · outbound

This paper cites Longformer: The Long-Document Transformer.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Longformer: The Long-Document Transformer

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:13.947598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab140e00-b613-4d10-8e98-9a513e41b479 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 6

Resolution: verified exact; doi, observed 2026-08-07T13:04:18.302256Z

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.

Observation 20145424-fa00-490a-9e2c-b2ecf42425ef · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:14.094282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cdd2beb-8d92-4e42-8d7c-aa65a380fd45 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:14.137010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c818faef-231d-48d0-9e33-0a9e918c3193 · outbound

This paper cites Crossley, Perpetual Baffour, Yu Tian, Aigner Picou, Meg Benner, and Ulrich Boser.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Crossley, Perpetual Baffour, Yu Tian, Aigner Picou, Meg Benner, and Ulrich Boser

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:14.222092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51efbfab-cfd5-4564-a131-77a3e82f4382 · outbound

This paper cites Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:14.264655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2b66b50-527a-45a4-a92b-7616b371e3c0 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:14.399671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4da642ac-0601-46e6-993a-1e492297e921 · outbound

This paper cites Data Engineering for Scaling Language Models to 128K Context.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Data Engineering for Scaling Language Models to 128K Context

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:14.441793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9e66865-2b47-406a-88bc-ad349c6b004e · outbound

This paper cites A Large-scale Dataset for Argument Quality Ranking: Construction and Analysis.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems A Large-scale Dataset for Argument Quality Ranking: Construction and Analysis

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:14.544747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c00f4c8-5cac-4c6a-ae10-78d10904385b · outbound

This paper cites DeBERTa: Decoding-enhanced BERT with Disentangled Attention.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems DeBERTa: Decoding-enhanced BERT with Disentangled Attention

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:14.575387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25075bd4-8c2f-4ee0-83f3-4f973a6e9ef4 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:14.652898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d362a8c9-3427-4b6f-84d4-aca51b154e12 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:14.729285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51371cac-6c6c-4be0-962c-bfb057e1eac1 · outbound

This paper cites Reformer: The Efficient Transformer.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Reformer: The Efficient Transformer

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:14.811766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53451b4f-99e6-4e9e-aa1a-a533e047ff1d · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:04:20.533408Z

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.

Observation a01a6aa6-1775-4b8c-be7c-2a8491194632 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:14.955737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce04f470-d266-4c78-aa9a-5040be9dc445 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:04:20.364849Z

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.

Observation 92ea1395-2485-4525-93f3-c532ba14d197 · outbound

This paper cites A Methodology for Generative Spelling Correction via Natural Spelling Errors Emulation across Multiple Domains and Languages.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems A Methodology for Generative Spelling Correction via Natural Spelling Errors Emulation across Multiple Domains and Languages

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:04:18.035651Z

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.

Observation b7f1e897-61e1-4cf8-9454-6e17c0daa06c · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:04:20.213292Z

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.

Observation 3d30db70-f5f8-4ee5-b422-d87e086aa6f4 · outbound

This paper cites Short-answer scoring with ensembles of pretrained language models.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Short-answer scoring with ensembles of pretrained language models

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:04:17.887400Z

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.

Observation 5116f5ad-98c7-454e-a5f7-5c2dcdebf875 · outbound

This paper cites Argumentation Element Annotation Modeling using XLNet.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Argumentation Element Annotation Modeling using XLNet

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:04:17.710445Z

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.

Observation f24e56dc-c08e-445f-94be-8ee0f887dde6 · outbound

This paper cites Harris, Milan Patel, Paul van Wamelen, Balaji Kodeswaran, Sharon Woolf, and Mackenzie Young.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Harris, Milan Patel, Paul van Wamelen, Balaji Kodeswaran, Sharon Woolf, and Mackenzie Young

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:15.471296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58073399-0d22-4cd1-8bf7-eb0a794463bf · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:04:20.027968Z

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.

Observation 309f9a8c-2f31-4af4-a635-30e19269d421 · outbound

This paper cites Automated Text Scoring in the Age of Generative AI for the GPU-poor.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Automated Text Scoring in the Age of Generative AI for the GPU-poor

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:15.699028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad532a41-51f2-4e13-a3b5-6d5d06867f49 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:04:19.882161Z

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.

Observation 0e9e4e96-1ed9-4759-8fef-b7a98511ff0a · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:04:19.747273Z

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.

Observation 9a38bed0-80a1-4a4b-8dff-6cc14dd21dd3 · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:15.960418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d50f415a-9bf0-4442-86b5-0a350b76ac8f · outbound

This paper cites Language models and Automated Essay Scoring.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Language models and Automated Essay Scoring

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:16.000700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dffdd97b-58d5-405c-8b7e-ae18f31e622b · outbound

This paper cites A Simple Recipe for Multilingual Grammatical Error Correction.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems A Simple Recipe for Multilingual Grammatical Error Correction

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:16.109070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adbd494c-6509-4cb0-8b91-943add13d09e · outbound

This paper cites GLU Variants Improve Transformer.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems GLU Variants Improve Transformer

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:16.156791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5add0bdc-03d2-4ac3-918f-1e8aa7e49be1 · outbound

This paper cites Shermis and Ben Hamner.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Shermis and Ben Hamner

Reference 34

Resolution: verified exact; doi, observed 2026-08-07T13:04:17.462167Z

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.

Observation ce37d8c1-bb31-4cb6-8104-1a1df1a15e96 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:04:19.575761Z

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.

Observation 7cbe5e78-57a6-4805-b29c-1f7644aae2a4 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:16.420190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 906536a3-0c92-4b3f-b48f-bc1ee9be45af · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:16.498145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaa174d1-8568-43a9-bf2a-dc5c1048d543 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:04:19.411528Z

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.

Observation e2fe71c7-a7b5-4ca8-b147-216e757145ae · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:16.609335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58053683-b08b-4019-a394-fd1cf3274fa6 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 40

Resolution: verified exact; doi, observed 2026-08-07T13:04:17.311196Z

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.

Observation 14e70d81-3e35-4a8d-80ae-478a60c37b94 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:04:19.173403Z

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.

Observation 421a2665-c944-44cb-ad28-c5575e23479e · outbound

This paper cites GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:16.816385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8e1fba4-6824-4b7c-b600-ee0ce5a50814 · outbound

This paper cites Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:16.890251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8294553-cd01-426c-9290-468343c2236c · outbound

This paper cites Williamson, Xiaoming Xi, and F.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Williamson, Xiaoming Xi, and F

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:16.962684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 446e260d-dfd5-44ef-959e-47fc4e51032c · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:04:19.006478Z

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.

Observation a43ad22b-2e96-447b-89cc-8a86ec6213f4 · outbound

This paper cites an unresolved cited work.

Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:04:18.835628Z

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.

Pith citing papers

Observation d5fca056-a97a-47c2-bc36-60f2ffc52415 · inbound

PsyScore: A Psychometrically-Aware Framework for Trait-Adaptive Essay Scoring and ZPD-Scaffolded Feedback cites this paper.

PsyScore: A Psychometrically-Aware Framework for Trait-Adaptive Essay Scoring and ZPD-Scaffolded Feedback Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-26T17:39:40.205837Z

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.