Pith. sign in
Pith Number

pith:5O7YTUYJ

pith:2020:5O7YTUYJE3GP6CJHRRDRMLWWRN
not attested not anchored not stored refs pending

Big Code != Big Vocabulary: Open-Vocabulary Models for Source Code

Andrea Janes, Charles Sutton, Hlib Babii, Rafael-Michael Karampatsis, Romain Robbes

arxiv:2003.07914 v1 · 2020-03-17 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5O7YTUYJE3GP6CJHRRDRMLWWRN}

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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T00:49:02.629611Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ebbf89d30926ccff09278c47162ed68b6d732f17ed64266f8b51637836f389f9

Aliases

arxiv: 2003.07914 · arxiv_version: 2003.07914v1 · doi: 10.48550/arxiv.2003.07914 · pith_short_12: 5O7YTUYJE3GP · pith_short_16: 5O7YTUYJE3GP6CJH · pith_short_8: 5O7YTUYJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5O7YTUYJE3GP6CJHRRDRMLWWRN \
  | 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: ebbf89d30926ccff09278c47162ed68b6d732f17ed64266f8b51637836f389f9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "eb600b8e303aa56ff35958812820648ba1108d6442b4336e22f75779f8c39052",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2020-03-17T19:48:41Z",
    "title_canon_sha256": "6aed1ccdd542a01d85d8394490f9db18a28111fd5c872accb767bd169769cfa6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.07914",
    "kind": "arxiv",
    "version": 1
  }
}