Paper Citation Record · LEDGER

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

As of 12 August 2026, this Paper Citation Record lists 23 of 23 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 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:08:37.772251Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

23 of 23 outbound references displayed

verified exact0
verified fuzzy2
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a0eab7ac-2aad-4d31-9513-5f31fb66c28a · outbound

This paper cites an unresolved cited work.

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

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:08:38.767465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5bdaf27e-0d9c-4701-bfdf-0eb96a3b267c · outbound

This paper cites Anguita, Luca Ghelardoni, Alessandro Ghio, L.

Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models Anguita, Luca Ghelardoni, Alessandro Ghio, L

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:08:38.691653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a7e9fadb-3189-44e4-8b60-3e6056eb6a69 · outbound

This paper cites ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators.

Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T23:08:37.349805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb1c4d99-e91a-469f-a2d4-be0b93ab5598 · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale.

Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models Unsupervised Cross-lingual Representation Learning at Scale

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T23:08:37.354738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce84e253-1f70-48db-9389-f088a79f843d · outbound

This paper cites an unresolved cited work.

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

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T23:08:38.022980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b87c4520-a899-47ca-9edb-fbfab910864a · outbound

This paper cites an unresolved cited work.

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

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:08:38.516669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6c45fe7b-fddc-49ae-9580-513228f62af7 · outbound

This paper cites TinyBERT: Distilling BERT for Natural Language Understanding.

Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models TinyBERT: Distilling BERT for Natural Language Understanding

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T23:08:37.368938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aae33a0-68cd-4a73-91df-dbef285147c6 · outbound

This paper cites an unresolved cited work.

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

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:08:38.503743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4690f3b6-5a95-4f83-b9f4-964b3beac1b3 · outbound

This paper cites an unresolved cited work.

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

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T23:08:37.378030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1121759f-898b-4dd6-8284-04139eec4894 · outbound

This paper cites an unresolved cited work.

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

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:08:38.433230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0e32dd79-edbb-4ff3-9d0b-c6411c18c7ee · outbound

This paper cites ALBERT: A Lite BERT for Self-supervised Learning of Language Representations.

Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T23:08:37.484421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec8962c7-35da-41ed-b095-9a7c49ca0f8d · outbound

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

Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T23:08:37.573715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e2b3d52-6deb-4556-b5e6-3c27a6db2e77 · outbound

This paper cites an unresolved cited work.

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

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T23:08:37.579038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef847d0-2b74-4ff5-9940-e02522defe2e · outbound

This paper cites an unresolved cited work.

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

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:08:38.356055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d64f34ca-d27b-4d7c-95a0-94500c7d86fc · outbound

This paper cites an unresolved cited work.

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

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T23:08:37.589846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c4faf29-6046-4d9a-b053-5d39f2164389 · outbound

This paper cites an unresolved cited work.

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

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:08:38.329569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 230e0ecb-6cbf-44f7-abbe-5871196c1d74 · outbound

This paper cites an unresolved cited work.

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

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:08:38.244358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c2848582-4b0c-4910-9c4d-0b27df586cde · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T23:08:37.607500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e8feca6-3867-4f1c-b88b-4ce5cfe61a83 · outbound

This paper cites PaliGemma 2: A Family of Versatile VLMs for Transfer.

Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models PaliGemma 2: A Family of Versatile VLMs for Transfer

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T23:08:37.758524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af49cd6b-557f-4943-a9fb-beec8c115f78 · outbound

This paper cites an unresolved cited work.

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

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:08:38.232131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9366bdc8-8352-4c5c-b249-9b8c6860cca3 · outbound

This paper cites an unresolved cited work.

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

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:08:38.216973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 76154b05-4fd4-483c-9ac3-ed38f03b49bb · outbound

This paper cites an unresolved cited work.

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

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T23:08:37.772251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42bced91-4d9f-4864-a473-6be491273924 · outbound

This paper cites InThe European Symposium on Artificial Neural Networks.

Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models InThe European Symposium on Artificial Neural Networks

Reference 2012

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:08:38.530763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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 2026-08-12T06:34:41.77262+00:00.

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.