Pith. sign in
Pith Number

pith:7MZSSK5B

pith:2022:7MZSSK5BCLT3OE7J5VEEBUOVFB
not attested not anchored not stored refs pending

Which Discriminator for Cooperative Text Generation?

Antoine Chaffin, Benjamin Piwowarski, Ewa Kijak, Jacopo Staiano, Sylvain Lamprier, Thomas Scialom, Vincent Claveau

arxiv:2204.11586 v1 · 2022-04-25 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7MZSSK5BCLT3OE7J5VEEBUOVFB}

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 2026-07-05T04:17:29.626889Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fb33292ba112e7b713e9ed4840d1d528615119f7cf94a558345923f7520948b0

Aliases

arxiv: 2204.11586 · arxiv_version: 2204.11586v1 · doi: 10.48550/arxiv.2204.11586 · pith_short_12: 7MZSSK5BCLT3 · pith_short_16: 7MZSSK5BCLT3OE7J · pith_short_8: 7MZSSK5B
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7MZSSK5BCLT3OE7J5VEEBUOVFB \
  | 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: fb33292ba112e7b713e9ed4840d1d528615119f7cf94a558345923f7520948b0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8e5aeae79fd1865e105c10822c2d8d6db892e7e288fb5ddf117f2df525201598",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-04-25T12:16:02Z",
    "title_canon_sha256": "b83113da9b5fca7c4f9135530dd820ef5ef8338f17c14f5ce5d54f58cfcbf899"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.11586",
    "kind": "arxiv",
    "version": 1
  }
}