pith. sign in
Pith Number

pith:YZM3KYWP

pith:2016:YZM3KYWPOJ4XTOWWMUZ2TUDAGC
not attested not anchored not stored refs pending

Natural Language Generation in Dialogue using Lexicalized and Delexicalized Data

Hannes Schulz, Jing He, Kaheer Suleman, Philip Bachman, Shikhar Sharma

arxiv:1606.03632 v3 · 2016-06-11 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YZM3KYWPOJ4XTOWWMUZ2TUDAGC}

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 2026-05-18T00:45:58.761649Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c659b562cf727979bad66533a9d06030b5092dc284eb70942e7e6ce4705d094f

Aliases

arxiv: 1606.03632 · arxiv_version: 1606.03632v3 · doi: 10.48550/arxiv.1606.03632 · pith_short_12: YZM3KYWPOJ4X · pith_short_16: YZM3KYWPOJ4XTOWW · pith_short_8: YZM3KYWP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YZM3KYWPOJ4XTOWWMUZ2TUDAGC \
  | 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: c659b562cf727979bad66533a9d06030b5092dc284eb70942e7e6ce4705d094f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a270825a2ae74b3c3795c203986c3b99bef584164891c0abf284ba20cbb4a726",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2016-06-11T21:24:43Z",
    "title_canon_sha256": "daa1d50952fc2f836d1bcda6412339429f1ae6657aa88f79f7ab8cc53ed00fae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.03632",
    "kind": "arxiv",
    "version": 3
  }
}