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Paper Citation Record · LEDGER

Are We Really Making Much Progress in Text Classification? A Comparative Review

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2204.03954.

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

pith.paper-citation-record.v1
2204.03954 v6

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:12:28.427648Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T13:09:50.170935Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a9d1ef4b-9454-48af-8d18-a9523494f1a8 · inbound

Four Shades of Life Sciences: A Dataset for Disinformation Detection in the Life Sciences cites this paper.

Four Shades of Life Sciences: A Dataset for Disinformation Detection in the Life Sciences Are We Really Making Much Progress in Text Classification? A Comparative Review

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T20:12:28.427648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:12:28.427648Z digest=sha256:4da541af809efa38d667e052edcf2469a6511e2514674d052689ca10af9150dd

Observation 70141f16-2ec5-4506-99c1-b1becf0f76c9 · inbound

A Fisher's exact test justification of the TF-IDF term-weighting scheme cites this paper.

A Fisher's exact test justification of the TF-IDF term-weighting scheme Are We Really Making Much Progress in Text Classification? A Comparative Review

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T15:37:31.736285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T15:37:31.736285Z digest=sha256:26f0373055b474da81c41226f5887fe5c39d7a9adfaaf62a343fb608509ab4aa

Observation 0304f2a1-ea63-4e20-b4d4-486f1ebf200f · inbound

ADMEDTAGGER: an annotation framework for distillation of expert knowledge for the Polish medical language cites this paper.

ADMEDTAGGER: an annotation framework for distillation of expert knowledge for the Polish medical language Are We Really Making Much Progress in Text Classification? A Comparative Review

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-21T15:54:14.560047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-21T15:53:11.348103Z digest=sha256:2eb06697f5101ad6481ce223ab55d977600a69ce225ffa4622a66ab40fbf919b

Observation 105c46df-ae20-44da-8f82-0f07e6493672 · inbound

Comparing BERT Sentence-Pair Classification and Few-Shot LLM Prompting for Detecting Threat and Solution Framing in German Climate News cites this paper.

Comparing BERT Sentence-Pair Classification and Few-Shot LLM Prompting for Detecting Threat and Solution Framing in German Climate News Are We Really Making Much Progress in Text Classification? A Comparative Review

Reference 56

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T13:09:50.173031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-26T05:32:40.119608Z digest=sha256:aa4ed7214e619c0cfadd40b0ab16ae4406b5f0f707817ea4f901955f5800b405

Observation 491d16e4-4250-4389-b295-93f14699f6a7 · inbound

Influence of Prompt Engineering on Small Language Models for Guarded Query Routing cites this paper.

Influence of Prompt Engineering on Small Language Models for Guarded Query Routing Are We Really Making Much Progress in Text Classification? A Comparative Review

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T08:35:36.508126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T08:35:36.508126Z digest=sha256:5ec2e4f162e34975c75984b334cfe0e467dc216005ab534a816b42aa12cb4e93