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Paper Citation Record · LEDGER

Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.21022.

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

pith.paper-citation-record.v1
2412.21022 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:11:07.736791Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T22:11:07.863933Z

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 1744a607-172b-4539-8857-8938aab0307a · inbound

Extracting Overlapping Microservices from Monolithic Code via Deep Semantic Embeddings and Graph Neural Network-Based Soft Clustering cites this paper.

Extracting Overlapping Microservices from Monolithic Code via Deep Semantic Embeddings and Graph Neural Network-Based Soft Clustering Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:11:07.867598Z

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=2026-08-05T22:11:07.736791Z digest=sha256:0e1a3e3f7934caf957e27bf4b793c43891ee8d008c8515b858b5b33b27839018

Observation 504f37ed-667f-43cc-b948-9a141674ef24 · inbound

CaresAI at SMM4H-HeaRD 2026: Predicting TNM Staging cites this paper.

CaresAI at SMM4H-HeaRD 2026: Predicting TNM Staging Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-12T02:18:02.324242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T02:18:02.324242Z digest=sha256:bd1485a3f146811dfe09d04d96bf002959d955813aa64f2aedd8610c8e40a8dc