Pith Number

pith:VFVFCQES

pith:2018:VFVFCQESEZZNSI2EGNORGDZB7F

not attested not anchored not stored refs pending

On the Importance of Attention in Meta-Learning for Few-Shot Text Classification

Andrew Jesson, Gabriel Chartrand, Hassan Chouaib, Mohammad Havaei, Nicolas Chapados, Stan Matwin, Thomas Vincent, Xiang Jiang

arxiv:1806.00852 v1 · 2018-06-03 · cs.LG · cs.AI · 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{VFVFCQESEZZNSI2EGNORGDZB7F}

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	2026-05-18T00:14:18.216155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a96a5140922672d92344335d130f21f968c38f0ca505e4a360535ffadd5d2d54

Aliases

arxiv: 1806.00852 · arxiv_version: 1806.00852v1 · doi: 10.48550/arxiv.1806.00852 · pith_short_12: VFVFCQESEZZN · pith_short_16: VFVFCQESEZZNSI2E · pith_short_8: VFVFCQES

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/VFVFCQESEZZNSI2EGNORGDZB7F \
  | 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: a96a5140922672d92344335d130f21f968c38f0ca505e4a360535ffadd5d2d54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fc939d87ceeaacdcfcfe1fab3573aea42f9bc20c5b40819d75acf5df326df22",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-03T19:16:50Z",
    "title_canon_sha256": "fb8f81b9f564b645dad2b3df93572433759c91adbd1ac12d5c7b740d28339287"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.00852",
    "kind": "arxiv",
    "version": 1
  }
}