Paper Citation Record · LEDGER

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class

As of 21 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2412.15657.

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

pith.paper-citation-record.v1
2412.15657 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:17:35.628232Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

30 of 30 outbound references displayed

verified exact1
verified fuzzy4
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 145013b4-347c-47b2-a498-c34b40b07461 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:35.425422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d01fa4f-b8ce-4603-8ebf-7908b6c96dc4 · outbound

This paper cites write newline.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:35.432822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2d66b46-4b50-46da-a29a-f4430b165de2 · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:36.068555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 407737f0-02e3-418c-b411-52af6b61ef9e · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:36.052954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a2c8cbe9-03b9-49dc-bccc-08cd59ef925c · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:35.451360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da5af870-4034-4865-b63f-cf4280444e50 · outbound

This paper cites V.; Bowyer, K.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class V.; Bowyer, K

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:17:36.028380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 97a7d9b4-8489-4451-8b60-5f7781a04afe · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:35.464324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a31e52b-ac47-4e3c-be5b-41d47e602df0 · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:35.995315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fdaacfdd-8961-4094-bf96-170c9dc6f85a · outbound

This paper cites TabMT: Generating tabular data with masked transformers.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class TabMT: Generating tabular data with masked transformers

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:17:35.757061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c69c86f2-c36b-4039-ac62-e492e7242ffc · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:35.978991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 65540c4b-2693-4e4a-b1bc-b4e0a0ffcd85 · outbound

This paper cites A.; and Li, S.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class A.; and Li, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:17:35.964990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ce5df015-0e70-4790-90eb-af322ffbce11 · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:35.948822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 262d95d3-9731-4768-91f4-fa7a721fc8a2 · outbound

This paper cites M.; and Khoshgoftaar, T.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class M.; and Khoshgoftaar, T

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:17:35.931106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7186f91d-4b8a-477f-9ec9-4e4e10dfa8bd · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:35.914683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation acdcd902-1af8-410c-9427-10870be3dd99 · outbound

This paper cites TabDDPM: Modelling Tabular Data with Diffusion Models.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class TabDDPM: Modelling Tabular Data with Diffusion Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:35.521864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b929715b-44c8-4f28-8434-03f092d2cc02 · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:35.894192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a3271c40-632d-4297-baa6-479382465e83 · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:35.879251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 02822a2f-5986-4ba9-aa2c-1bc1d991b6ef · outbound

This paper cites K.; and Chan, H.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class K.; and Chan, H

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:17:35.863698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b203b2da-7201-4e4a-99e4-b8ac53dcae6e · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:35.553974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6672da19-c328-4d23-8f50-4f70d889bcf3 · outbound

This paper cites Attention Is All You Need.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Attention Is All You Need

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:35.562221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4bc8b14-765c-49d7-b91e-1e6931fb2655 · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:35.838684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8880a144-931b-4bb1-9327-10d31a252d47 · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:35.823423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b4fa5b09-bb9a-40c7-b456-6f1490e42caf · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:35.809657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0a8f3756-de94-48c5-bb22-6bfec64dbf1b · outbound

This paper cites Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:35.587487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5264b09-418d-4936-8794-fee1504e3888 · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:35.797290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0a982801-c571-429d-bc60-1f218198bcae · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:35.784841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b82235a9-1c45-420e-9131-8da89cadd9e0 · outbound

This paper cites TabuLa: Harnessing Language Models for Tabular Data Synthesis.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class TabuLa: Harnessing Language Models for Tabular Data Synthesis

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:35.606790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d2b237e-cbd2-4ffe-b150-77ab31f78dc6 · outbound

This paper cites CTAB-GAN+: Enhancing Tabular Data Synthesis.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class CTAB-GAN+: Enhancing Tabular Data Synthesis

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T11:17:35.613977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a6ce319-9cc4-4bff-be21-a1c59a59f450 · outbound

This paper cites CTAB-GAN: Effective Table Data Synthesizing.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class CTAB-GAN: Effective Table Data Synthesizing

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T11:17:35.674717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4989865f-0ad8-4e20-b097-c490702d752e · outbound

This paper cites an unresolved cited work.

Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:17:35.771830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.