Paper Citation Record · LEDGER

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data

As of 12 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2501.08035.

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

pith.paper-citation-record.v1
2501.08035 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:34:13.391625Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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 exact2
verified fuzzy1
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 42f32a2b-b6a4-4d02-8ca0-b57baacd7095 · outbound

This paper cites URL: " 'urlintro :=.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.253978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d460b63e-18dc-40bd-99d6-94515ee2734f · outbound

This paper cites write newline.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.259873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584a372f-a161-4ebf-a94b-e2a37f12c292 · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.740382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 32333be4-eadf-4c4d-a132-edf2d146c5cb · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.726863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2cad0b27-0a65-4789-a4d1-6d3991ef2c69 · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.278993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c671d80f-0a68-48a7-a128-7e344d78981b · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.713201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation aff26a0f-9e0a-497a-99a5-98206fb0a533 · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.701011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b35514fc-7416-4a7c-91a6-258a4c18f4f5 · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.292438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 996a38b5-f569-4339-8884-6681af5a399c · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.681677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8013cc5b-c5d0-4139-831e-9d2c967bcdfe · outbound

This paper cites Semi-supervised classification with graph convolutional networks.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Semi-supervised classification with graph convolutional networks

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:34:13.669724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3319c398-a1d0-4478-b2ed-b45e1f81be6e · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.305183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0180bdf5-8de1-43c4-9112-8ad57f18676d · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.309443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f09fc77d-e464-4efd-9381-c9db12b0b2d8 · outbound

This paper cites Pretrained Language Models for Text Generation: A Survey.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Pretrained Language Models for Text Generation: A Survey

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:34:13.498077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 46d28179-2742-404c-bbee-a3688b2a750a · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.642910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 420d1ea5-6178-493e-ab1e-7182d9df6416 · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.628919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 28320787-138f-4993-94a9-f6f5afc59198 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.331250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2b36de0-b843-4f2c-9fe1-1fdd90a0e6a7 · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.335525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e19abb6-7169-41cd-9fc8-a62253e89e96 · outbound

This paper cites Adversarial Training Methods for Semi-Supervised Text Classification.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Adversarial Training Methods for Semi-Supervised Text Classification

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.339981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cc7a23f-8bb2-4dfa-99e7-9c9108e0189e · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.606391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 44221643-d59b-4d31-b0d8-b16f95007447 · outbound

This paper cites Language models are unsupervised multitask learners.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Language models are unsupervised multitask learners

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.348901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f901c90d-8662-4299-bf6d-31a045b9c037 · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.584477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8f385a05-6d9e-4ebd-bfe3-312f50862c9a · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.357095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aef79954-a774-4315-9b25-157e59cea930 · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-10T20:34:13.426700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 14fbb63b-fc4f-4ed5-9495-34c36c3bfe6a · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.365646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d1c0967-8254-4f85-a83d-5be3df971d69 · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.554660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b36dd61d-d74e-4f56-9296-94a4f4aa8799 · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.374363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f62f1ae4-03e9-4a0c-82fa-280611ff6b7a · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.378722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04db4e78-8e84-493f-b997-1349380285e9 · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.526102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 07fb5d07-747d-4356-b921-89fd552d8792 · outbound

This paper cites Learning and Evaluating General Linguistic Intelligence.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Learning and Evaluating General Linguistic Intelligence

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:13.386636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63c514ec-372b-4bb4-87ff-7b55ad759ed4 · outbound

This paper cites an unresolved cited work.

READ: Reinforcement-based Adversarial Learning for Text Classification with Limited Labeled Data Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:13.512429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.