Pith Number

pith:FIZ6LXJT

pith:2019:FIZ6LXJTCVI7MDDIDOFGAUEHLL

not attested not anchored not stored refs pending

Learning and Evaluating General Linguistic Intelligence

Angeliki Lazaridou, Chris Dyer, Cyprien de Masson d'Autume, Dani Yogatama, Jerome Connor, Lei Yu, Lingpeng Kong, Mike Chrzanowski, Phil Blunsom, Tomas Kocisky, Wang Ling

arxiv:1901.11373 v1 · 2019-01-31 · cs.LG · 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{FIZ6LXJTCVI7MDDIDOFGAUEHLL}

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

4 papers in Pith

Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study

Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model

Language Models as Knowledge Bases?

Language Models are Few-Shot Learners

Receipt and verification

First computed	2026-05-17T23:55:02.058357Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a33e5dd331551f60c681b8a6050875ad2de198fb928d58f6242cb5edd2bd069

Aliases

arxiv: 1901.11373 · arxiv_version: 1901.11373v1 · doi: 10.48550/arxiv.1901.11373 · pith_short_12: FIZ6LXJTCVI7 · pith_short_16: FIZ6LXJTCVI7MDDI · pith_short_8: FIZ6LXJT

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/FIZ6LXJTCVI7MDDIDOFGAUEHLL \
  | 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: 2a33e5dd331551f60c681b8a6050875ad2de198fb928d58f6242cb5edd2bd069

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0390b5f3a2193c86cccb8b8ab6d462b2e21b8c2054c700a341aee71b8d34fc6",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-31T14:29:35Z",
    "title_canon_sha256": "559b8e8ea8a6b6755fff969ff09f5f5a8bb7435a52501138e6f36ba836a30c0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.11373",
    "kind": "arxiv",
    "version": 1
  }
}