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Paper Citation Record · LEDGER

Syntactic Evolution in Language Usage

As of 11 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2501.02392.

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

pith.paper-citation-record.v1
2501.02392 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:16:51.966763Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

16 of 16 outbound references displayed

  • verified exact1
  • verified fuzzy10
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2c66b54-6fd8-4029-867f-b080dc09e6c9 · outbound

This paper cites Andrew, et al.

Syntactic Evolution in Language Usage Andrew, et al

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:16:52.318663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:16:51.906228Z digest=sha256:60b78b21c733ce0b3e23db17ac9a4aa9790ae2c573daac7d240b0f48525a5ba1

Observation 2aa8d461-8780-45c7-9612-86157dbc5d60 · outbound

This paper cites ”Bottom-up and top-down: Predicting personality with psycholinguistic and language model features.” 2020 IEEE Inter- national Conference on Data Mining (ICDM).

Syntactic Evolution in Language Usage ”Bottom-up and top-down: Predicting personality with psycholinguistic and language model features.” 2020 IEEE Inter- national Conference on Data Mining (ICDM)

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:16:52.307130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:16:51.910735Z digest=sha256:d18a0ecdb4a876d6c08467a55947cd9b161b1d8ddf774cf388ceef6def9d997d

Observation 6f804eaf-b96a-4ece-b12b-72939ad1b6c2 · outbound

This paper cites How to use LLMs for Text Analysis.

Syntactic Evolution in Language Usage How to use LLMs for Text Analysis

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T22:16:51.914677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:16:51.914677Z digest=sha256:19c2148f53d3a3db8e0fa1ca8cbe803d46465a1b3f1763c1a1e0a9b68b688edd

Observation 12cac5d7-17e0-4b03-96bd-d5a82303da65 · outbound

This paper cites The depth hypothesis.

Syntactic Evolution in Language Usage The depth hypothesis

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:16:52.295450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:16:51.919199Z digest=sha256:866a82fa53cc3f28c965e462b8e7c134de9d2213301512a59c01588c375d08d4

Observation 956ec1a8-0d68-42e9-bbab-17d210dd4661 · outbound

This paper cites Do large language models resemble humans in language use?.

Syntactic Evolution in Language Usage Do large language models resemble humans in language use?

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T22:16:51.923522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:16:51.923522Z digest=sha256:87ef9c53ed0db8aa0351684c4861bdbadea14a38682c343527b490fda130f800

Observation e67a7aad-767f-45c9-8397-34ed7956faa1 · outbound

This paper cites an unresolved cited work.

Syntactic Evolution in Language Usage Unresolved cited work

Reference 6

Resolution
verified exact
doi, observed 2026-08-10T22:16:51.998636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:16:51.927714Z digest=sha256:85fdb28b3d9d36ae6679d248089abd153404c556be3ba0e7963840bae3a104de

Observation 37e164df-57ab-4801-88e7-aeac7f4e2258 · outbound

This paper cites ”Deep-syntactic parsing.” Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers.

Syntactic Evolution in Language Usage ”Deep-syntactic parsing.” Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:16:52.283707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:16:51.931871Z digest=sha256:638caabd3918a2b202c6bc08c4c5eb056d6d328788f3cd5fb1cfa5aa30beb420

Observation c41db231-6fe4-4eec-815f-866dd8acceae · outbound

This paper cites an unresolved cited work.

Syntactic Evolution in Language Usage Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T22:16:51.936010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:16:51.936010Z digest=sha256:61ea0d774a77942094be3025e99001bdb92256c4f02e3251fb2e355d8eaf5f59

Observation fd3db409-8392-4d79-8177-857d46efbafe · outbound

This paper cites ”Patterns of age-based linguistic variation in Amer- ican English 1.” Journal of Sociolinguistics 12.1 (2008): 58-88.

Syntactic Evolution in Language Usage ”Patterns of age-based linguistic variation in Amer- ican English 1.” Journal of Sociolinguistics 12.1 (2008): 58-88

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:16:52.271895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:16:51.939653Z digest=sha256:9dd1be2ea9181cb3e13a7940cafa3a309026e2d7f7a590c2f4e732306f9d10cd

Observation de0aa7ad-626f-4533-87c0-2c8408fa04bf · outbound

This paper cites ”Language evolution and human development.” Origins of the social mind: Evolutionary psychology and child develop- ment (2005): 383-410.

Syntactic Evolution in Language Usage ”Language evolution and human development.” Origins of the social mind: Evolutionary psychology and child develop- ment (2005): 383-410

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:16:52.260939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:16:51.943430Z digest=sha256:a78a36bd2c711824542b724c31de2b73bdd43a3a17667ae7f160fdb406c0b690

Observation 26919529-ee67-41b6-9e78-89bdb50c11b1 · outbound

This paper cites ”Blogger.” Getting StartED with Google Apps (2010): 541-582.

Syntactic Evolution in Language Usage ”Blogger.” Getting StartED with Google Apps (2010): 541-582

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:16:52.249176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:16:51.947166Z digest=sha256:b5424985b1ce3604184cce7b51568ceaefbe11b7b322e14d28127f9d046cb5c4

Observation 9788e2ed-59bf-4ae3-a625-f1fd1c5a912b · outbound

This paper cites ”Using stacking approaches for machine learning models.” 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP).

Syntactic Evolution in Language Usage ”Using stacking approaches for machine learning models.” 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:16:52.237936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:16:51.951716Z digest=sha256:0c82d516baa7993196fbeb1f5543e8d02777c77396ca46e73a82fa73193f57c6

Observation a4e0c587-7913-42bb-b29c-5240784aafce · outbound

This paper cites an unresolved cited work.

Syntactic Evolution in Language Usage Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:16:52.225469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:16:51.955642Z digest=sha256:59bdfc121e73bb74f2f2ccd52f5aba1a7e62a6b139b53d25f7bdc816d926ebdf

Observation 27e6b362-a8c7-4fd3-86a9-e1d214371948 · outbound

This paper cites an unresolved cited work.

Syntactic Evolution in Language Usage Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T22:16:51.959252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:16:51.959252Z digest=sha256:944064bbf585889709c2c2a20ee180355ba3ae234ff847aaf8dc5511938ee716

Observation 848fdf1d-c7bc-410e-8772-8bd46810f8ff · outbound

This paper cites ”An optimized stacked support vector machines based expert system for the effective prediction of heart failure.” IEEE Access 7 (2019): 54007-54014.

Syntactic Evolution in Language Usage ”An optimized stacked support vector machines based expert system for the effective prediction of heart failure.” IEEE Access 7 (2019): 54007-54014

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:16:52.212138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:16:51.963150Z digest=sha256:c9d84ecaf02e0172d2b671a82209243c53bc668d697d3bcefb177d926d213795

Observation c6144062-e4e5-4022-a54a-19c57da1614a · outbound

This paper cites ”An enhanced anomaly detection in web traffic using a stack of classifier ensemble.” IEEE Access 8 (2020): 24120-24134.

Syntactic Evolution in Language Usage ”An enhanced anomaly detection in web traffic using a stack of classifier ensemble.” IEEE Access 8 (2020): 24120-24134

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:16:52.199554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:16:51.966763Z digest=sha256:7a3111c94eba41f32828c2969a3d47cee5af18e47e5f7e84e3f94cd22c797eec

Pith citing papers

No inbound Pith citation observations are available.