Paper Citation Record · LEDGER

Effective Use of Transformer Networks for Entity Tracking

As of 22 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:1909.02635.

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

pith.paper-citation-record.v1
1909.02635 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:49:53.675305Z

measured 29 of 29 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

29 of 29 outbound references displayed

verified exact0
verified fuzzy1
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 21647482-4a1a-4742-8c1c-773267015bf3 · outbound

This paper cites URL: " 'urlintro :=.

Effective Use of Transformer Networks for Entity Tracking URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:53.535548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d7a5f89-487b-4dea-bf4f-5636db164444 · outbound

This paper cites write newline.

Effective Use of Transformer Networks for Entity Tracking write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:53.541131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 697e2ea5-0c9a-44eb-a907-e06d446d8252 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:54.103255Z

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 ae9b1a18-1e49-4617-abe5-6e3d1cab39c6 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:54.088180Z

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 a2150465-50d2-49c8-9713-708b02d202ee · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:54.072951Z

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 cdd10d73-fb21-4a41-b112-64237e57b58b · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:54.058103Z

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 188ad2cc-c027-4731-b0a4-b63484ed7089 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:53.567611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac2bfaa7-f705-4ba1-95f1-93baf52f89de · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:54.033953Z

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 03033d51-93c5-4401-ab43-96b79bdfa9bc · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:54.019572Z

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 d8ad5ef7-519e-4c08-a6f8-9ccfa3ddaad3 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:54.005485Z

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 3ceceb80-2492-43d1-926b-2f6630a1a4c8 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.990691Z

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 bd8e9558-8909-41a5-a3d1-ad5ffabde605 · outbound

This paper cites SpanBERT: Improving Pre-training by Representing and Predicting Spans.

Effective Use of Transformer Networks for Entity Tracking SpanBERT: Improving Pre-training by Representing and Predicting Spans

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:53.592371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 194399f5-3054-4a36-9117-9a9c876f919e · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.975413Z

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 a76f5b32-1dd6-4bd3-b120-aecc83ba1422 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.960851Z

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 7f62cbc5-7bd4-4124-857e-a02a9700756a · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.946619Z

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 b5d1044d-d071-41dd-8f0d-ff81c9ba4424 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.932545Z

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 8222d34e-ecbf-48be-97de-95ca93d23e24 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.917274Z

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 c203e2f8-0cc8-4f80-8c09-2c3697ec9a29 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.900883Z

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 1f81816f-6cb3-4102-990e-aba2b08ab44c · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.885901Z

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 3b141869-74a1-436b-a16d-df4021b574e8 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.871441Z

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 3c5804a5-dd37-44fe-86f9-cfeb54486c0a · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.856227Z

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 9aa69d00-6707-41f7-a90a-a247c5d25d33 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.840583Z

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 0765955d-d6ea-442e-bc8c-c8107fb36d67 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.824605Z

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 0ef01e63-946b-4705-9dc6-9950240c6cd1 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.808163Z

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 85d0feb9-f8c6-480d-80b6-ad868be5bf9d · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.793201Z

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 90814feb-28e2-484a-901c-9f458758f3a2 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.777967Z

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 6154e559-6827-4ba9-8bb6-815e0b202185 · outbound

This paper cites an unresolved cited work.

Effective Use of Transformer Networks for Entity Tracking Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:53.762114Z

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 1a8f391f-2588-48a1-bbf7-d78765544208 · outbound

This paper cites Rush, and Stuart M.

Effective Use of Transformer Networks for Entity Tracking Rush, and Stuart M

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:49:53.746607Z

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 2514bbf3-bf7a-4cda-b1d6-985bc0c2d193 · outbound

This paper cites XLNet: Generalized Autoregressive Pretraining for Language Understanding.

Effective Use of Transformer Networks for Entity Tracking XLNet: Generalized Autoregressive Pretraining for Language Understanding

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:53.675305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.