Paper Citation Record · LEDGER

Is linguistically-motivated data augmentation worth it?

As of 9 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2506.03593.

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

pith.paper-citation-record.v1
2506.03593 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:04:02.484369Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

38 of 38 outbound references displayed

verified exact14
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8330f59a-8cba-497b-ab7b-37afb0b2360a · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.315961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3db708d-b01c-49f0-8db2-863080ea511b · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.321574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce8b9a71-b105-4132-9238-f47e94aaa8c1 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.867998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5c8c7343-9fe0-430e-9ca9-49c4fb6a895e · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.853531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bfc41af1-5883-4517-847d-7144574e4b5f · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.838674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15dbfe4b-84c2-4dc0-862d-d6583a68523c · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:04:02.977405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2a140d0a-de84-4256-9d85-db7e48137fb2 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.344879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef7271e0-d841-402c-a627-6e7de9306e69 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:04:02.962822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 01c85d2c-7643-4afa-abeb-76116b4ba02c · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:04:02.948129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 86fee54a-abc7-4207-b7ea-1d264f439b5f · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.357458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43fa1b68-355e-4da7-91d1-f296d023c457 · outbound

This paper cites Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, and Eduard Hovy.

Is linguistically-motivated data augmentation worth it? Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, and Eduard Hovy

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.361652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d671fde1-2a84-4e75-92ac-112fd53e4fdb · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.365859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e93c17aa-1535-4428-8e63-070a84be3c69 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.784673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4fd97703-e00c-49d8-8254-d2046acb2dbc · outbound

This paper cites Mortensen, Graham Neubig, and Lori Levin.

Is linguistically-motivated data augmentation worth it? Mortensen, Graham Neubig, and Lori Levin

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.374612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf875b43-20e7-416f-ad29-8d628ba5f2fc · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.760554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6da30b9f-e073-469b-9925-78503a510323 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.383410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc491c6e-04e6-4951-82bb-3a57d0b86406 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.736289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9fbdbc21-cac9-436a-96eb-0bc5fd0bb974 · outbound

This paper cites Lecun, L.

Is linguistically-motivated data augmentation worth it? Lecun, L

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.392056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fb8af2d-cd8d-4e71-9d3a-e8017a6627cb · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.712318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ae7aa7a8-198c-4443-8bbb-99e9bd4e3a96 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.697830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 22b118ae-6af9-4dd1-a8a0-0ff409570225 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.682725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation de819acc-dc93-4fb0-9614-63a57dac9017 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.411734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4799fd57-7360-4aa7-8a7e-c10eced065a5 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.652168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c926a19-32d4-4c92-8b40-b137ddb78f26 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.420691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 816b6236-52b4-414d-94f8-b1bf2f689d96 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.625031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dde17178-dc99-4ad4-a4b2-dada7c2b06b2 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.610729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7571bb46-4432-420c-8e25-7b0b34e2e897 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.433789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61e18e4e-46eb-40ba-a0f2-31edb602c483 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:04:02.933299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 37a9d464-018c-4c1c-9ccc-16e7be1f667d · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.584651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0103737e-566c-4a2c-b65b-3d4f5b734f47 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.447106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dda0b1e6-8fb9-47b1-affc-4d94f445514b · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.451826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9c2025f-f291-4761-9fee-2a62d1dc0684 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.456304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b6e2219-cbd4-4535-ace8-8159e26eee7f · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.460480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94366255-2b94-4e87-ba21-f5381e3dade8 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 34

Resolution: verified exact; doi, observed 2026-08-07T11:04:02.532288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0e640d52-858a-47c3-9f7f-703c79474103 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.470132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b262f1d-d9da-442b-809b-ca3b67bded40 · outbound

This paper cites an unresolved cited work.

Is linguistically-motivated data augmentation worth it? Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.474774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aa394f6-aec4-4448-801d-796d0e5e4d62 · outbound

This paper cites online" 'onlinestring :=.

Is linguistically-motivated data augmentation worth it? online" 'onlinestring :=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.479484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d132ab21-64e5-4ab9-b9f5-8d4921302026 · outbound

This paper cites write newline.

Is linguistically-motivated data augmentation worth it? write newline

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:02.484369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.