Pith Number

pith:CNERX2K6

pith:2024:CNERX2K6CCBFPI35YPAQP7YNER

not attested not anchored not stored refs pending

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

Christos Petridis

arxiv:2412.21022 v1 · 2024-12-30 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CNERX2K6CCBFPI35YPAQP7YNER}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T09:55:26.322030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13491be95e108257a37dc3c107ff0d245e830ce3d878d98090d6646466831470

Aliases

arxiv: 2412.21022 · arxiv_version: 2412.21022v1 · doi: 10.48550/arxiv.2412.21022 · pith_short_12: CNERX2K6CCBF · pith_short_16: CNERX2K6CCBFPI35 · pith_short_8: CNERX2K6

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/CNERX2K6CCBFPI35YPAQP7YNER \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 13491be95e108257a37dc3c107ff0d245e830ce3d878d98090d6646466831470

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e844933df84938e6ec71248e681e916185d68335c8c76a31f55391b10c8affc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-30T15:44:05Z",
    "title_canon_sha256": "5d2b3e2c174e2cf18e15f4cc40185bf8683799394fd23f1d4ae64730baa9eb45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.21022",
    "kind": "arxiv",
    "version": 1
  }
}