Paper Citation Record · LEDGER

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

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 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 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:50:40.030992Z

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 bdeec5ac-0d97-47ca-9615-ec16ebc2576c · inbound

A Transformer-based Autoregressive Decoder Architecture for Hierarchical Text Classification cites this paper.

A Transformer-based Autoregressive Decoder Architecture for Hierarchical Text Classification Are We Really Making Much Progress in Text Classification? A Comparative Review

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T15:50:40.030992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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.

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.

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 2026-08-15T06:32:42.880941+00:00.

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 2026-08-15T06:32:42.880941+00:00.

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.