Pith Number

pith:GKKKN2GZ

pith:2018:GKKKN2GZP23IE5UKWRYL3NCGX4

not attested not anchored not stored refs pending

Why Comparing Single Performance Scores Does Not Allow to Draw Conclusions About Machine Learning Approaches

Iryna Gurevych, Nils Reimers

arxiv:1803.09578 v1 · 2018-03-26 · cs.LG · cs.AI · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GKKKN2GZP23IE5UKWRYL3NCGX4}

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

3 papers in Pith

Classification and Clustering of Arguments with Contextualized Word Embeddings

FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms

Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Receipt and verification

First computed	2026-05-18T00:20:11.056433Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3294a6e8d97eb682768ab470bdb446bf11f61b3f40d0b91cf91f80582f536fa8

Aliases

arxiv: 1803.09578 · arxiv_version: 1803.09578v1 · doi: 10.48550/arxiv.1803.09578 · pith_short_12: GKKKN2GZP23I · pith_short_16: GKKKN2GZP23IE5UK · pith_short_8: GKKKN2GZ

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/GKKKN2GZP23IE5UKWRYL3NCGX4 \
  | 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: 3294a6e8d97eb682768ab470bdb446bf11f61b3f40d0b91cf91f80582f536fa8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bdcf8d2805e54c091688f472bdc07ccc32f3a278ff39ffa8bb7e66fc27d4e4f1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-26T13:35:14Z",
    "title_canon_sha256": "8435b2f05420017354153bb3288e159ae301ca6905844d1f40c8ec86cd5c9890"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.09578",
    "kind": "arxiv",
    "version": 1
  }
}