Paper Citation Record · LEDGER

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification

As of 14 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2509.02332.

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

pith.paper-citation-record.v1
2509.02332 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:41:43.551049Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

48 of 48 outbound references displayed

verified exact2
verified fuzzy20
unresolved26
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 931dd7c2-b12a-4277-bb4c-9191b23ba8b3 · outbound

This paper cites and Elmaghraby, A.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification and Elmaghraby, A

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:44.089962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0d902acb-fecf-441c-8f3c-7d58d7d3f1a1 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:44.079721Z

Source-reported events for the cited work

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Observation 68b0370c-b061-4ce9-85b8-489213c54e9b · outbound

This paper cites A., and Reuter, C.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification A., and Reuter, C

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:44.069866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c61c3ef1-8641-4a64-af57-4df0f8239991 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:44.061483Z

Source-reported events for the cited work

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Observation f117dbf6-15e1-4f6b-bbc9-5638a6d39af6 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 5

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Observation c25cddf3-5044-4478-913d-1f4155d15fc7 · outbound

This paper cites M., Ng, A.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification M., Ng, A

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:44.044320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 492daed5-12f1-4be4-be75-8ab23bcb61b0 · outbound

This paper cites Generating Sentences from a Continuous Space.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Generating Sentences from a Continuous Space

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T11:41:43.428165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57612a1c-487b-4344-9a2c-7d829943f7cf · outbound

This paper cites V ., Bowyer, K.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification V ., Bowyer, K

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:44.035924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 21994c8c-bda7-4a00-a87d-40b5c86382be · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:44.027004Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4d279cfb-a82c-4385-9ea8-0f8269063134 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:44.017896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d2ba9abd-8743-4887-bb18-51022e3e02b0 · outbound

This paper cites C., and Cook, D.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification C., and Cook, D

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:44.008336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5959da12-43a0-42e6-b3eb-d1ec40e035b6 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.998796Z

Source-reported events for the cited work

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Observation 4459d6de-203b-4906-b7e1-f36f97c6eed2 · outbound

This paper cites TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T11:41:43.447274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c16e6ac-493d-4b04-b81c-4f58b88c2c55 · outbound

This paper cites and Bacao, F.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification and Bacao, F

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.989978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9c420dae-db73-41c9-84ae-7194868e02b3 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.980694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 603d8819-6785-4418-a915-0afac2f21f88 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.971909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4ee8aeb1-d815-4ec9-8d42-67b67b14947d · outbound

This paper cites E., Chang, K.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification E., Chang, K

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.963223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 80d33497-ef19-4844-9455-5096845c004a · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.953446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8b6890a1-5d45-41e5-adf6-e4d277fbc71b · outbound

This paper cites Y ., and Mao, B.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Y ., and Mao, B

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.943597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5b82e5fe-7ed3-4e5f-b276-0b66d01d212e · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.935298Z

Source-reported events for the cited work

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Observation b624d7a8-8881-414d-aa27-3cd1fe2efe25 · outbound

This paper cites A., and Li, S.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification A., and Li, S

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.926250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4ae65bdf-9723-4ba4-870e-73022c5ff36c · outbound

This paper cites and Garcia, E.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification and Garcia, E

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.917321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 49ea8e34-fee6-474e-abea-125f6f75c1cf · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.906124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7b4355b3-1d1b-46da-b331-793bfd28dd40 · outbound

This paper cites A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:41:43.669995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fb8aae9d-ef3e-4cc8-b0c2-e2be9a3ae4e7 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.897783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4bddbcf2-432b-420d-84b3-394d3b20eb8c · outbound

This paper cites and Schmidhuber, J.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification and Schmidhuber, J

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.888251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3c7ce27a-d84f-43c0-9ed2-8cc63be8c0a4 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.877543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c0eccceb-73d4-4bf2-8248-dfc1f9763214 · outbound

This paper cites and Japkowicz, N.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification and Japkowicz, N

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.868464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d073b716-85b9-443d-94fe-76d37864e334 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.858309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e7da42e8-9acc-46a9-b6ea-cbdde2d70265 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.849703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f74d96c6-63c7-4262-861b-1488e4058e88 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.838372Z

Source-reported events for the cited work

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Observation 09da5a5e-022c-4357-9bca-ece175e110cc · outbound

This paper cites News Category Dataset.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification News Category Dataset

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T11:41:43.505195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e08ef2a-100c-477b-a76f-1c6de2e4d6f1 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.828190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9d2a15ad-8a1f-41d7-a6aa-cb5fab1efd8b · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T11:41:43.510757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa82dbcb-386c-4709-bb63-ae12511a5051 · outbound

This paper cites K., Thrun, S., and Mitchell, T.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification K., Thrun, S., and Mitchell, T

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.818686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a1dfdbee-db57-4574-8864-d1890c1ab0d9 · outbound

This paper cites , Brucher, M., Perrot, M., and Duchesnay, E.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification , Brucher, M., Perrot, M., and Duchesnay, E

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.809514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation afbfb5a9-4299-4654-90db-a8a5b148c648 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.800913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 553c7ec3-d02a-44f4-835e-1e235a2a8920 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.791851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a3b03c2a-a33f-4e74-a8d8-fccb8c54f6d3 · outbound

This paper cites D., Shih, L., Teevan, J., and Karger, D.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification D., Shih, L., Teevan, J., and Karger, D

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.781848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 187d0ac3-6e59-4b3a-84c5-a5bfdf235fd4 · outbound

This paper cites and Buckley, C.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification and Buckley, C

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.772880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a51a04c3-21bf-4d5a-a564-67ed541d99d7 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.764180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation acfd33cb-9476-467f-a249-4392eecf19d1 · outbound

This paper cites M., and Furht, B.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification M., and Furht, B

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.752010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 04a34b28-59bf-45d7-8b79-df359a79921d · outbound

This paper cites Topic-Guided Variational Autoencoders for Text Generation.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Topic-Guided Variational Autoencoders for Text Generation

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:41:43.579067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 325db2f4-bb7d-4932-a2e2-d36389902caf · outbound

This paper cites and Zou, K.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification and Zou, K

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.740822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9bcb28ac-204d-45ff-a43a-3fd8c85e0648 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.730354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4c4cb328-afb4-48ab-8eda-41311773d366 · outbound

This paper cites M., McCarthy, K., and Zabar, B.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification M., McCarthy, K., and Zabar, B

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.719541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bd27f7f0-ead3-43cb-8404-1e5fb60cf4f4 · outbound

This paper cites an unresolved cited work.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:41:43.709446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 03e1e127-c2da-4c97-a37a-3fd20c188fdc · outbound

This paper cites and Elkan, C.

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification and Elkan, C

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:41:43.699471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.