Paper Citation Record · LEDGER

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction

As of 20 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2507.11867.

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

pith.paper-citation-record.v1
2507.11867 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:06:13.843361Z

measured 32 of 32 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

32 of 32 outbound references displayed

verified exact0
verified fuzzy28
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 88e9be47-4980-4019-9b19-0a9d9ada7ea7 · outbound

This paper cites In: Proceedings of the 2018 EMNLP Workshop W-NUT: pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of the 2018 EMNLP Workshop W-NUT: pp

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.486362Z

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 305da7ae-a0b3-4890-a4d3-7740ca574f33 · outbound

This paper cites In: Proceedings of BEA,(2019) pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of BEA,(2019) pp

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.464424Z

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 f449b2e9-ea67-41a4-b1b1-1f95045f8111 · outbound

This paper cites an unresolved cited work.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:14.445362Z

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 40db6093-55ed-4d52-9bfc-eacdac60475e · outbound

This paper cites In: Proceedings of BEA (2013), pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of BEA (2013), pp

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.428865Z

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 6bd518fc-ba1d-4001-b34e-172880400858 · outbound

This paper cites In: Findings of ACL 2023, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Findings of ACL 2023, pp

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.411268Z

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 cc8b1a68-04bc-46e5-9f79-b35395f88db9 · outbound

This paper cites an unresolved cited work.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:14.393236Z

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 ea1d6bdc-7b76-4cfa-afea-2a26d9bc1ca9 · outbound

This paper cites Revisiting Acceptability Judgements.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction Revisiting Acceptability Judgements

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T17:06:13.903082Z

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 5b05f408-5b42-46b8-960d-e3777d67ff51 · outbound

This paper cites In: Proceedings of the NoDaLiDa, (2023).

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of the NoDaLiDa, (2023)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.374435Z

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 3bceaa81-7f1b-49d0-b233-8b8060ed2cc4 · outbound

This paper cites In: Proceedings of the ACL 2020.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of the ACL 2020

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.357871Z

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 03b82f02-a391-4454-a702-ef7b4ab8dd77 · outbound

This paper cites In: Proceedings of ACL 2015, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of ACL 2015, pp

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.340954Z

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 9562fb83-7367-4416-ba53-dafa1eace942 · outbound

This paper cites University of Chicago Press, Chicago (1993).

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction University of Chicago Press, Chicago (1993)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.325667Z

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 b229cbd1-e109-4e2a-b620-b135819a9bca · outbound

This paper cites In: Proceedings of COLING 2025, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of COLING 2025, pp

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.306423Z

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 e6976eb6-829a-4ffb-8715-5cf869ebb524 · outbound

This paper cites In: Findings of the ACL 2024, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Findings of the ACL 2024, pp

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.286840Z

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 07ddf302-7410-43d4-aae1-29fc8df46bd0 · outbound

This paper cites 5114–5125.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction 5114–5125

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.266432Z

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 71e6a25f-c446-4a46-ad96-f731331e0e45 · outbound

This paper cites In: Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa) 2023, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa) 2023, pp

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.245603Z

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 48b03af9-2377-43df-8ee2-b5f1e1ced5e9 · outbound

This paper cites In: Proceedings of SRC Student Research Conference (2025).

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of SRC Student Research Conference (2025)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.227188Z

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 bcb7dbae-4eed-46c8-ac50-c7a38850e73e · outbound

This paper cites In: Proceedings of EMNLP 2024, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of EMNLP 2024, pp

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.209056Z

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 acdda3c8-5c0e-4759-b6cd-cc18392bdee6 · outbound

This paper cites In: Proceedings of the LREC 2024, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of the LREC 2024, pp

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.191374Z

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 9cc58f69-7e5a-45e3-9028-80ecabe3a970 · outbound

This paper cites In: Findings of EMNLP 2021, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Findings of EMNLP 2021, pp

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.174056Z

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 37b60524-c2ca-4211-9a4e-34349d3e89ef · outbound

This paper cites In: Proceedings of the 10th Workshop on NLP for Computer Assisted Language Learning, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of the 10th Workshop on NLP for Computer Assisted Language Learning, pp

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.157109Z

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 2fe462bb-f03e-4079-aabe-c8a541cb0518 · outbound

This paper cites Transactions of the Association for Computational Linguistics, 7, 625–641 (2019).

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction Transactions of the Association for Computational Linguistics, 7, 625–641 (2019)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.141359Z

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 77f18817-ac25-4bf5-8f8b-36ad6acbefc3 · outbound

This paper cites Transactions of the Association for Computational Linguistics, 8, 377–392 (2020).

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction Transactions of the Association for Computational Linguistics, 8, 377–392 (2020)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.123330Z

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 8de8b000-4aaf-4e84-bc76-734a21baec5a · outbound

This paper cites In: Proceedings of EACL 2021, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of EACL 2021, pp

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.104265Z

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 8982e8d1-fecf-4843-890a-26c4bec5927c · outbound

This paper cites In: Findings of EMNLP 2022, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Findings of EMNLP 2022, pp

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.082971Z

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 68fe685d-d01e-417f-bf69-3bc24273e0c5 · outbound

This paper cites In: Proceedings of the 49th ACL (2011).

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of the 49th ACL (2011)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.062477Z

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 4e333d2b-9cb8-4108-a6a6-e3d6a2f85e39 · outbound

This paper cites In: Proceedings of the CoNLL 2013: Shared Task, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of the CoNLL 2013: Shared Task, pp

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.043118Z

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 bfc0f43f-a847-4eaa-9ab4-46762508c63b · outbound

This paper cites In: Proceedings of NAACL (2022).

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of NAACL (2022)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.024560Z

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 892d7884-a0dd-40aa-9ab2-56581c28a271 · outbound

This paper cites In: Proceed- ings of EMNLP 2022, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceed- ings of EMNLP 2022, pp

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:14.004330Z

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 5ae0d5a8-31d6-445d-87f1-f8974c12ee5c · outbound

This paper cites In: Findings of the ACL 2023, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Findings of the ACL 2023, pp

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:13.984439Z

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 09760159-3cbb-4bdb-852c-924b6ebb765c · outbound

This paper cites In: Proceedings of ACL 2024, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of ACL 2024, pp

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:13.968101Z

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 df6bd8a4-07bc-4725-b1e1-7c66d5a0a001 · outbound

This paper cites In: Proceedings of AAAI (2020), pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Proceedings of AAAI (2020), pp

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:13.950105Z

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 be3dd602-a6eb-44f0-b99a-53f6fd3f0144 · outbound

This paper cites In: Findings of the EMNLP 2023, pp.

COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction In: Findings of the EMNLP 2023, pp

Reference 32

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T17:06:13.931559Z

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

No inbound Pith citation observations are available.