Pith Number

pith:TQDMN5FH

pith:2017:TQDMN5FHQKOM3ST563H24OFWRV

not attested not anchored not stored refs pending

Data Noising as Smoothing in Neural Network Language Models

Aiming Nie, Andrew Y. Ng, Daniel L\'evy, Dan Jurafsky, Jiwei Li, Sida I. Wang, Ziang Xie

arxiv:1703.02573 v1 · 2017-03-07 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TQDMN5FHQKOM3ST563H24OFWRV}

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

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

2 papers in Pith

How Noise Benefits AI-generated Image Detection

Pretraining Language Models with Subword Regularization: An Empirical Study of BPE Dropout in Low-Resource NLP

Receipt and verification

First computed	2026-05-18T00:49:06.121802Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c06c6f4a7829ccdca7df6cfae38b68d6b9ec2942a2161e7bf686ea9919c1543

Aliases

arxiv: 1703.02573 · arxiv_version: 1703.02573v1 · doi: 10.48550/arxiv.1703.02573 · pith_short_12: TQDMN5FHQKOM · pith_short_16: TQDMN5FHQKOM3ST5 · pith_short_8: TQDMN5FH

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/TQDMN5FHQKOM3ST563H24OFWRV \
  | 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: 9c06c6f4a7829ccdca7df6cfae38b68d6b9ec2942a2161e7bf686ea9919c1543

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8f6c2d09766b6f194671007b8f5e969919e41e606222fb8ba556e0923112e94",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-03-07T19:56:26Z",
    "title_canon_sha256": "29bc4cee225f53842725013a6edae8117d27ef99ec1b15eb596f5125108cbfda"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.02573",
    "kind": "arxiv",
    "version": 1
  }
}