Paper Citation Record · LEDGER

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP

As of 23 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2601.07988.

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

pith.paper-citation-record.v1
2601.07988 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:01:10.095511Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

37 of 37 outbound references displayed

verified exact0
verified fuzzy0
unresolved34
parse uncertain3
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cbb8ef6e-d723-46a7-a2c7-b24f24943f8d · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.019546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff4d4a01-6ae1-422c-987d-6a89facd1c33 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.010340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a70b6d4-e8ae-4bf2-9921-cdd2cf51fd58 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.024690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65f222ef-0d4a-49ff-a264-8ccff1076ae4 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.027019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb8ea088-4990-409b-a798-1d77f09ddfc8 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.029563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eac61922-d4f4-4348-87d6-3745faf2d338 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.022222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1c7f76-ec73-4f93-8e46-92fe51a14df9 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.034851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6487b124-cec3-4a28-a472-f4f02aacf7d5 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.037171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1ea1aa1-8452-4fbd-9d4e-3b4bf8092b96 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.039552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18f9d8f2-5994-404c-942d-fc04bc760fe7 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.031970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65c6afd8-5ed3-4126-8eff-0af35af0dec1 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.044694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c66c8908-cc2f-42a2-a8fe-069ad37df7c5 · outbound

This paper cites How did it go?.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP How did it go?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.046993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e66d70d-02c6-47bd-bf86-aa7b59fc0b7b · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.049249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7580a1e-35ba-4711-8efc-a60ab931a01c · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.041993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b201c03a-8f3d-4254-9d1a-cbf368d3cfa2 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.051521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ad2120-67e4-4389-b904-dfe3d8375c32 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.053901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dd0b355-f1b8-47f0-99e8-1808b990338f · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.056100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03c9d089-4206-453a-bf8d-a9dfb5103e02 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.058465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4abf578f-bd83-43be-bcd9-ecd9536eff7c · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.060701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd05cb27-d04e-4304-a65c-3eff932b2048 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.062995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33a2c59f-e7ea-4f30-99c3-c8d79439d4a1 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.065695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3741f41b-fd71-4115-838c-90e701885674 · outbound

This paper cites superalert.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP superalert

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.067862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45581691-45c6-4fc0-884d-f67b614dcea7 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.070022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc1ef58f-ac58-44e4-8644-93e8becac1cd · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.072230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee32d447-8cae-4080-abf1-a5739fe4bcd9 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.074699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 969e8fe5-df03-4938-b402-49265133a218 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 29

Resolution: parse uncertain; no resolver link, observed 2026-08-03T11:01:10.077050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 526eb767-1c16-4719-8fa6-57f3921929df · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 30

Resolution: parse uncertain; no resolver link, observed 2026-08-03T11:01:10.079322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2837ee7a-65af-47c0-86a2-52ae271136f5 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.081526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca0313c8-9b2c-4580-8fb7-d97675727d10 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.083593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ec43476-dffc-4c1d-94cc-ae28d3d2baa2 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.086147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f530333-a22a-4f0c-a901-6dca4cdb9f89 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.088502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9de5d08-e5a4-4400-81a6-2f48d17a1506 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 35

Resolution: parse uncertain; no resolver link, observed 2026-08-03T11:01:10.090859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edcb6f43-19f9-48d2-bdce-1e8531d9380a · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.093155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca0bb221-d834-4ba5-aeff-823f875554d5 · outbound

This paper cites about the text itself.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP about the text itself

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.095511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86fe10aa-60cd-453f-a1a6-7136e460628d · outbound

This paper cites https://www.hhs.gov/ohrp/ regulations-and-policy/belmont-report/.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP https://www.hhs.gov/ohrp/ regulations-and-policy/belmont-report/

Reference 1979

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.016903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc824dff-ae22-4681-8574-3abfc8f35d46 · outbound

This paper cites an unresolved cited work.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP Unresolved cited work

Reference 2008

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.013650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91d259b4-c5b3-48db-956a-ca6e4dbd6636 · outbound

This paper cites InProceed- ings of the 2019 ACM Conference on Fairness, Ac- countability, and Transparency (FAccT), pages 79– 88.

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP InProceed- ings of the 2019 ACM Conference on Fairness, Ac- countability, and Transparency (FAccT), pages 79– 88

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:10.006812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.