Paper Citation Record · LEDGER

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification

As of 23 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2504.12494.

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

pith.paper-citation-record.v1
2504.12494 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:35:29.607501Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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 exact0
verified fuzzy5
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d9d25f76-2690-411a-9999-3283619f4a06 · outbound

This paper cites an unresolved cited work.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:29.825385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c3087723-7020-4aad-a800-2278dce4d4c1 · outbound

This paper cites an unresolved cited work.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:29.812531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 103d33fc-296a-4452-9e5c-f54cddd3cc4b · outbound

This paper cites an unresolved cited work.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:29.800813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f29d4ccc-db3a-4c41-9a12-e07a4386585b · outbound

This paper cites TinyBERT: Distilling BERT for Natural Language Understanding.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification TinyBERT: Distilling BERT for Natural Language Understanding

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:29.552393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c20014cc-e7fb-49d2-89da-c0c44e2c5b38 · outbound

This paper cites & Lei, T.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification & Lei, T

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:29.557697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 762a0826-9c8b-4168-b5ef-1839162e0ad1 · outbound

This paper cites & Chakrabarti, A.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification & Chakrabarti, A

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:29.788955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 88e4e6ba-38eb-4bf4-8fe5-cda79c55e72f · outbound

This paper cites an unresolved cited work.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:29.777078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4d57f72d-8886-4af8-a494-21f9c046327c · outbound

This paper cites an unresolved cited work.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:29.765168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 58d4ff5e-adec-4f28-ad98-385c3f86ab8a · outbound

This paper cites & Mukhopadhyay, A.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification & Mukhopadhyay, A

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:29.753357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d4aabbd8-00f1-4e5c-be9e-756536a6b985 · outbound

This paper cites an unresolved cited work.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:29.740985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0ec2188b-fdf6-4512-85d6-053dbe602709 · outbound

This paper cites A., Nori, V.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification A., Nori, V

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:29.728448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9cdc7fe5-6e49-4dc4-ab1c-920d879f54ab · outbound

This paper cites & South, B.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification & South, B

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:29.714165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1e0a78ec-db39-4f2b-a145-536d6ab336b2 · outbound

This paper cites an unresolved cited work.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:29.700766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2e2961a7-bf62-4af2-bcc4-a58e17422ef5 · outbound

This paper cites an unresolved cited work.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T12:35:29.599792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8b724ef-994b-47d2-8c4a-54177b16a293 · outbound

This paper cites an unresolved cited work.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:35:29.680166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 890584d7-dc28-4e88-b96c-7db4174fb928 · outbound

This paper cites & Hurdle, J.

Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification & Hurdle, J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:35:29.666972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.