Pith Number

pith:4K5NDT25

pith:2019:4K5NDT25RUOORLKIBU5RZJGULU

not attested not anchored not stored refs pending

Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems

Boi Faltings, Fei Mi, Jiyong Zhang, Minlie Huang

arxiv:1905.05644 v1 · 2019-05-14 · 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{4K5NDT25RUOORLKIBU5RZJGULU}

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	2026-05-17T23:46:13.947814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2bad1cf5d8d1ce8ad480d3b1ca4d45d156f9857324cf0e204950e09e2ceefb2

Aliases

arxiv: 1905.05644 · arxiv_version: 1905.05644v1 · doi: 10.48550/arxiv.1905.05644 · pith_short_12: 4K5NDT25RUOO · pith_short_16: 4K5NDT25RUOORLKI · pith_short_8: 4K5NDT25

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/4K5NDT25RUOORLKIBU5RZJGULU \
  | 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: e2bad1cf5d8d1ce8ad480d3b1ca4d45d156f9857324cf0e204950e09e2ceefb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76989179b207053824b9a7dbb1fefc1418468358fcb5075ac1d6f89d326f1f1c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-05-14T14:35:06Z",
    "title_canon_sha256": "164684f8c2886d74b5630bfdb9021d93b6d6e0f7ebb5cddba15de65f377c5928"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.05644",
    "kind": "arxiv",
    "version": 1
  }
}