Paper Citation Record · LEDGER

Effective Multi-Task Learning for Biomedical Named Entity Recognition

As of 19 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2507.18542.

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

pith.paper-citation-record.v1
2507.18542 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:16:18.553831Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

51 of 51 outbound references displayed

verified exact10
verified fuzzy1
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4b74ca6c-60d2-4aa6-ad22-146695f545e3 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:16:20.103058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 93e07f9d-0d8c-4cb2-85ad-910097c08f8c · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 2

Resolution: verified exact; doi, observed 2026-08-15T18:16:19.211848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7d659096-7397-4d7a-beaa-8f9537ea4e3e · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:16:20.074241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7779404d-b2c0-4e59-a54f-4e4b31a2e1d5 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.050689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e412a5ef-f04d-47c9-885d-9eb6a43226fc · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.057489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97fdfe97-e9d8-44a0-a11f-14085fc966ae · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:16:20.044986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 98540d1e-97c9-4d67-94f1-dd397895c77a · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.070144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 136a0724-4166-46e1-afd5-3054a235c75a · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.076858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89b139e7-3d84-4a96-a972-1ee57de2796a · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.084409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94df77fb-c772-40c9-861b-164982e57711 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-15T18:16:19.102973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 621dcb53-01fd-4747-92f5-9845e5f3bd79 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:16:20.016699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e8a06fcc-2a61-473c-8619-5c42119d194b · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.100591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa686c60-b2ed-4981-8d4a-0389697e322d · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.106641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1986fab3-13dc-4c1a-9a21-1021f4ac51c9 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:16:19.995715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0e7fc21a-c859-4c9b-b107-95122cfd1e3c · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:16:19.974561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f03d28e7-3c47-481c-9fb5-640514591124 · outbound

This paper cites Recent Advances in Named Entity Recognition: A Comprehensive Survey and Comparative Study.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Recent Advances in Named Entity Recognition: A Comprehensive Survey and Comparative Study

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.123762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f897b98f-03f1-4d80-acae-1ba874b575d3 · outbound

This paper cites MT-BioNER: Multi-task Learning for Biomedical Named Entity Recognition using Deep Bidirectional Transformers.

Effective Multi-Task Learning for Biomedical Named Entity Recognition MT-BioNER: Multi-task Learning for Biomedical Named Entity Recognition using Deep Bidirectional Transformers

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:16:19.603231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a699dc7c-ae5b-4945-9a2b-167cbf8ecb84 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.139215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbef7aff-e392-4272-8b8a-265d2c7caa4d · outbound

This paper cites Friedrich, Martin Hofmann-Apitius, and Juliane Fluck.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Friedrich, Martin Hofmann-Apitius, and Juliane Fluck

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:16:19.945435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab592507-689a-4af1-b17c-9b1ab9c6223e · outbound

This paper cites Lowe, Roger A.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Lowe, Roger A

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.150855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 973c525b-d7b3-4081-9f07-c7117911d904 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:16:19.903903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0f775696-ab55-40ee-8872-082b6e3dae12 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.163834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 572a1b3b-7737-4577-8c9f-601bab5922b9 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.169913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 720b42e8-2e9a-4a89-92a7-ef631748d2af · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-15T18:16:18.994166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7960c1c8-08bd-4c2e-9e1c-f346ba829a6a · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-15T18:16:18.969153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a1c24858-f6e7-47b9-9d7e-12bb0889902d · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:16:19.880063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7718a16b-e15c-405f-9fc3-14cb2d9e08a8 · outbound

This paper cites MedMentions: A Large Biomedical Corpus Annotated with UMLS Concepts.

Effective Multi-Task Learning for Biomedical Named Entity Recognition MedMentions: A Large Biomedical Corpus Annotated with UMLS Concepts

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.195333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f00b280b-89cd-4881-8199-ef2e30f084e7 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.201542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceccb7a0-89ee-434a-8dba-da251c044db6 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:16:19.852564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a2d409a9-d9fd-4e8b-a46f-de662d494725 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-15T18:16:18.945448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e0c7e67f-ea25-4533-9366-bc86bf7d3e6b · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:16:19.828892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5da792c0-5051-410b-9f2e-c376d96656a1 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.229914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff9f8536-f457-4fe7-b62d-906869107135 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.236417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dec2e75-f693-41c1-a657-86193ca7e00c · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.241375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7aeabe1-4445-43d2-a934-971522c27795 · outbound

This paper cites Tanabe, Rie Johnson nee Ando, Cheng-Ju Kuo, I-Fang Chung, Chun-Nan Hsu, Yu-Shi Lin, Roman Klinger, Christoph M.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Tanabe, Rie Johnson nee Ando, Cheng-Ju Kuo, I-Fang Chung, Chun-Nan Hsu, Yu-Shi Lin, Roman Klinger, Christoph M

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.247649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acd356cc-ac8c-4bb8-a4e3-94103cd4c616 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:16:19.788415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ca9aaefd-a0e6-49df-ae7c-df2996480aa2 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 37

Resolution: verified exact; doi, observed 2026-08-15T18:16:18.836558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 83f6906a-da7b-4037-b853-c01221c842af · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 38

Resolution: verified exact; doi, observed 2026-08-15T18:16:18.804442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 81ca796d-49b7-4e05-8c1d-4c34e7c65e74 · outbound

This paper cites Tjong Kim Sang and Fien De Meulder.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Tjong Kim Sang and Fien De Meulder

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.457328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f458905a-da67-4dd4-9421-4cc59bb9ed20 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.463495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d07e2a7-e74d-4b80-b3d1-dea44493b5a5 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.472003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a911e10f-32c7-486b-b06a-8753554d4720 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 42

Resolution: verified exact; doi, observed 2026-08-15T18:16:18.704862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bcc3f5b8-46dd-4c19-bfc7-1ad4f3111687 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:16:19.735876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5174dffa-8340-4baf-b50e-4f7acd7c0575 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.497486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a91fd87-e722-4fd7-9f72-9d74e4d182c2 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 45

Resolution: verified exact; doi, observed 2026-08-15T18:16:18.654616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3ef63bd9-661d-4723-baa5-dd68a68b0b8a · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.516181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3182b48-ca69-47ef-8bac-07cfec66cf9c · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.522868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e627659c-55a4-41b4-adf2-de362f7e7e0e · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.528750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cd0ec2a-0fec-41d7-9cd3-6d6f8d0360e5 · outbound

This paper cites an unresolved cited work.

Effective Multi-Task Learning for Biomedical Named Entity Recognition Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:16:19.698666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 005ca485-7817-4623-a055-5f68607dac8d · outbound

This paper cites online" 'onlinestring :=.

Effective Multi-Task Learning for Biomedical Named Entity Recognition online" 'onlinestring :=

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.543008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63f51692-c8e5-4eba-a7ad-ebb5f34563c3 · outbound

This paper cites write newline.

Effective Multi-Task Learning for Biomedical Named Entity Recognition write newline

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T18:16:18.553831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.