Paper Citation Record · LEDGER

Label Unification for Cross-Dataset Generalization in Cybersecurity NER

As of 15 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2507.13870.

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

pith.paper-citation-record.v1
2507.13870 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:18:42.681206Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

17 of 17 outbound references displayed

verified exact3
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ca8df12b-a1ba-4775-9772-7e79fa8bd34c · outbound

This paper cites CyNER: A Python Library for Cybersecurity Named Entity Recognition.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER CyNER: A Python Library for Cybersecurity Named Entity Recognition

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:18:43.321813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b155e473-d6ef-42cf-a971-c8ce93f8a9c3 · outbound

This paper cites an unresolved cited work.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:18:46.514742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6d60ebfc-99d1-4b6c-976a-27fee362da36 · outbound

This paper cites an unresolved cited work.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:18:46.253447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3ab0c323-a076-4d7a-9e35-ede2ddc89b40 · outbound

This paper cites an unresolved cited work.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:18:45.996013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b2f25176-1481-4271-b187-2fd447c09154 · outbound

This paper cites an unresolved cited work.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:18:45.733458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 168052de-349e-44be-ae84-f00c3f179f56 · outbound

This paper cites an unresolved cited work.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:18:45.441777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 67bf94eb-1e59-4e63-9090-54b7017a5ebb · outbound

This paper cites Domain Divergences: a Survey and Empirical Analysis.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Domain Divergences: a Survey and Empirical Analysis

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:18:43.101664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 28af0f55-305b-4fa3-b98f-244969d61020 · outbound

This paper cites an unresolved cited work.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:18:45.270205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dee2d4ab-62cb-422d-948d-2cb5fac12d17 · outbound

This paper cites an unresolved cited work.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:18:45.097944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ae3fe4a0-ffe5-4e4b-9b7c-635f78f99dad · outbound

This paper cites End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:18:41.761700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 092f45f2-5182-4a84-bdb3-a6b7a3612a4f · outbound

This paper cites an unresolved cited work.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:18:44.844970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cec28f4b-1b75-4fe0-b47f-aaa11fa97621 · outbound

This paper cites an unresolved cited work.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:18:44.584124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f7e8cee0-9795-4d99-8333-de2e08ae3437 · outbound

This paper cites an unresolved cited work.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:18:44.367664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 20ce08d9-9030-460a-9d2c-dfb1b7436e28 · outbound

This paper cites an unresolved cited work.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:18:44.118000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2bedfb47-9cf4-47b6-9b1a-413036038e16 · outbound

This paper cites an unresolved cited work.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:18:43.829588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 91f5b4a8-1e1b-477f-87a3-b924b5f25b9b · outbound

This paper cites an unresolved cited work.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:18:43.533900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4de8f108-c701-4bfb-b933-145c167adb8f · outbound

This paper cites Cross-domain Named Entity Recognition via Graph Matching.

Label Unification for Cross-Dataset Generalization in Cybersecurity NER Cross-domain Named Entity Recognition via Graph Matching

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:18:42.923343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.