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Pith Number

pith:SN7PXIWP

pith:2025:SN7PXIWPZSAOV4SVYJTCA3ODFC
not attested not anchored not stored refs pending

Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models

Chenglong Liu, Enhong Chen, Jun Zhou, Liyang He, Rui Li, Shulan Ruan, Zhenya Huang

arxiv:2502.13656 v2 · 2025-02-19 · cs.CL

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\usepackage{pith}
\pithnumber{SN7PXIWPZSAOV4SVYJTCA3ODFC}

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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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T11:15:42.907268Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

937efba2cfcc80eaf255c266206dc328856c1dc8be0d587b673fbbd3654442c4

Aliases

arxiv: 2502.13656 · arxiv_version: 2502.13656v2 · doi: 10.48550/arxiv.2502.13656 · pith_short_12: SN7PXIWPZSAO · pith_short_16: SN7PXIWPZSAOV4SV · pith_short_8: SN7PXIWP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SN7PXIWPZSAOV4SVYJTCA3ODFC \
  | 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: 937efba2cfcc80eaf255c266206dc328856c1dc8be0d587b673fbbd3654442c4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "757b49ae6337a0689687b649ba4deebe3bd7088df6c9f9748a3cfd556231dc11",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-19T12:07:53Z",
    "title_canon_sha256": "d132905f8e1e3b64a8a6e07b4f2030aef7de8a1dd2b5e5b9f95ffe975aaecad1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.13656",
    "kind": "arxiv",
    "version": 2
  }
}