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Pith Number

pith:GKNSCKL2

pith:2025:GKNSCKL24YWG5XNGEIH4WDJHYC
not attested not anchored not stored refs pending

On Mitigating Data Sparsity in Conversational Recommender Systems

Cheng Long, Hongxu Chen, Hongzhi Yin, Mingrui Liu, Sixiao Zhang, Wei Yuan, Xiangyu Zhao

arxiv:2507.00479 v1 · 2025-07-01 · cs.IR

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\usepackage{pith}
\pithnumber{GKNSCKL24YWG5XNGEIH4WDJHYC}

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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 2026-07-05T11:30:09.681506Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

329b21297ae62c6edda6220fcb0d27c09ca12a44ba7720a5af1d26a503c804fa

Aliases

arxiv: 2507.00479 · arxiv_version: 2507.00479v1 · doi: 10.48550/arxiv.2507.00479 · pith_short_12: GKNSCKL24YWG · pith_short_16: GKNSCKL24YWG5XNG · pith_short_8: GKNSCKL2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GKNSCKL24YWG5XNGEIH4WDJHYC \
  | 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: 329b21297ae62c6edda6220fcb0d27c09ca12a44ba7720a5af1d26a503c804fa
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "be9f5d5e3b54b6dfe11137e85d79ebb431943b37a13cd483808be57396966b38",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-07-01T06:54:51Z",
    "title_canon_sha256": "bbf4701b8dfafbb72e5e5fb2fd02c1df4d6de7b1c79fafc735661c60ad643835"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00479",
    "kind": "arxiv",
    "version": 1
  }
}