Pith. sign in
Pith Number

pith:VNYTSDE6

pith:2019:VNYTSDE6DPHCULAHPJ34ZDGAFV
not attested not anchored not stored refs pending

Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks

Arash Eshghi, Igor Shalyminov, Oliver Lemon, Sungjin Lee

arxiv:1910.01302 v1 · 2019-10-03 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VNYTSDE6DPHCULAHPJ34ZDGAFV}

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 2026-07-05T00:09:29.026876Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ab71390c9e1bce2a2c077a77cc8cc02d717f5005d84f00ea1232f8aa869e85cc

Aliases

arxiv: 1910.01302 · arxiv_version: 1910.01302v1 · doi: 10.48550/arxiv.1910.01302 · pith_short_12: VNYTSDE6DPHC · pith_short_16: VNYTSDE6DPHCULAH · pith_short_8: VNYTSDE6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VNYTSDE6DPHCULAHPJ34ZDGAFV \
  | 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: ab71390c9e1bce2a2c077a77cc8cc02d717f5005d84f00ea1232f8aa869e85cc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d4b482a16d3eb4e0651349fa3daedf8618364213fe14185db1c811dc80d302aa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-10-03T05:08:15Z",
    "title_canon_sha256": "1bc3658a8bbbc8d0573ea382ee93bb2e811cab48a49d5a369f932f631849e9f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.01302",
    "kind": "arxiv",
    "version": 1
  }
}