Pith. sign in
Pith Number

pith:LBYX3BZW

pith:2023:LBYX3BZW3Y2DJI4U5PXEBJD3FA
not attested not anchored not stored refs pending

Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization

Feifei Zhai, Gengyao Li, Junnan Zhu, Weixiao Zhou, Xianfu Cheng, Xinnian Liang, Zhoujun Li

arxiv:2310.10285 v1 · 2023-10-16 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LBYX3BZW3Y2DJI4U5PXEBJD3FA}

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 2026-07-05T07:01:18.072281Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

58717d8736de3434a394ebee40a47b281383a79fe95d70e135ed1e29d99ec1f7

Aliases

arxiv: 2310.10285 · arxiv_version: 2310.10285v1 · doi: 10.48550/arxiv.2310.10285 · pith_short_12: LBYX3BZW3Y2D · pith_short_16: LBYX3BZW3Y2DJI4U · pith_short_8: LBYX3BZW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LBYX3BZW3Y2DJI4U5PXEBJD3FA \
  | 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: 58717d8736de3434a394ebee40a47b281383a79fe95d70e135ed1e29d99ec1f7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4cb7812e00ccb8d8607e23f9c48977438d093f895082e18d597ff66fadc3f58d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-16T11:16:07Z",
    "title_canon_sha256": "ae49381358d1dfcd9942031295b3959b52f14f415f2ab5b46bed9d6659560358"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10285",
    "kind": "arxiv",
    "version": 1
  }
}