Pith Number

pith:KNQ4TAF7

pith:2026:KNQ4TAF7XJPY7OOIM6X4BLL67W

not attested not anchored not stored refs pending

One Model, Multiple Goals: Adaptive Multi-Objective Learning for E-commerce Dialogue Systems

Enguo Zhou, Jing Xiang, Lang Gao, Mingzhe Li, Qishen Zhang, Tai Li, Xiangliang Zhang, Xiuying Chen

arxiv:2606.09293 v1 · 2026-06-08 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KNQ4TAF7XJPY7OOIM6X4BLL67W}

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	2026-06-09T02:08:12.964261Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5361c980bfba5f8fb9c867afc0ad7efdb02fbfbf477d714fd1f0deb2bc75f33e

Aliases

arxiv: 2606.09293 · arxiv_version: 2606.09293v1 · doi: 10.48550/arxiv.2606.09293 · pith_short_12: KNQ4TAF7XJPY · pith_short_16: KNQ4TAF7XJPY7OOI · pith_short_8: KNQ4TAF7

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/KNQ4TAF7XJPY7OOIM6X4BLL67W \
  | 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: 5361c980bfba5f8fb9c867afc0ad7efdb02fbfbf477d714fd1f0deb2bc75f33e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "890f6a4ca596232f1eecf303a7a3131d257a6e3bfb3b7024442be04e0d16552b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-08T10:01:07Z",
    "title_canon_sha256": "496ce0aa669b76afad99f8bb0162ac4ee986adfb4c834114ce563d4f63895b6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.09293",
    "kind": "arxiv",
    "version": 1
  }
}