Pith. sign in
Pith Number

pith:3SOOTSL3

pith:2022:3SOOTSL3UOBMDXTDQ4SMIFR7TN
not attested not anchored not stored refs pending

Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator

Feng Gao, Guofeng Quan, Linyang Li, Qinyuan Cheng, Xiaofeng Mou, Xipeng Qiu

arxiv:2210.14529 v1 · 2022-10-26 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3SOOTSL3UOBMDXTDQ4SMIFR7TN}

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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 2026-07-05T05:10:46.434846Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

dc9ce9c97ba382c1de638724c4163f9b492bbb87f8b52c3e27be6925d73131e9

Aliases

arxiv: 2210.14529 · arxiv_version: 2210.14529v1 · doi: 10.48550/arxiv.2210.14529 · pith_short_12: 3SOOTSL3UOBM · pith_short_16: 3SOOTSL3UOBMDXTD · pith_short_8: 3SOOTSL3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3SOOTSL3UOBMDXTDQ4SMIFR7TN \
  | 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: dc9ce9c97ba382c1de638724c4163f9b492bbb87f8b52c3e27be6925d73131e9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "011ee6ef66cef4ebef87991f4f5b8b2d6f514bf37caeab5651c8e3c6a3b8ed84",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-26T07:41:32Z",
    "title_canon_sha256": "10dc392b6d580d38c355225cbc9166d0336bb7b731410fc887f02ccfa8d85d4d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.14529",
    "kind": "arxiv",
    "version": 1
  }
}