Pith Number

pith:S3CSKF2D

pith:2015:S3CSKF2DN46KDUSTQSRSLE4ISF

not attested not anchored not stored refs pending

A Comparative Study on Regularization Strategies for Embedding-based Neural Networks

Ge Li, Hao Peng, Lili Mou, Yangyang Lu, Yunchuan Chen, Zhi Jin

arxiv:1508.03721 v1 · 2015-08-15 · cs.CL · 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{S3CSKF2DN46KDUSTQSRSLE4ISF}

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.

Receipt and verification

First computed	2026-05-18T01:35:15.363533Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96c52517436f3ca1d25384a32593889151c905486599ee76635e8c6896cc47f0

Aliases

arxiv: 1508.03721 · arxiv_version: 1508.03721v1 · doi: 10.48550/arxiv.1508.03721 · pith_short_12: S3CSKF2DN46K · pith_short_16: S3CSKF2DN46KDUST · pith_short_8: S3CSKF2D

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/S3CSKF2DN46KDUSTQSRSLE4ISF \
  | 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: 96c52517436f3ca1d25384a32593889151c905486599ee76635e8c6896cc47f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a24e6683446d67d54d2d2dce7bfac4d9f7f68e54aae4fe2bbd99023cc24047d9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2015-08-15T11:16:39Z",
    "title_canon_sha256": "32a6c551f320385fcd2ec596d60fabe7d5926f0baac650e826f13427f00d849d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1508.03721",
    "kind": "arxiv",
    "version": 1
  }
}