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Pith Number

pith:XISO5UDI

pith:2023:XISO5UDIPF3BKEBTR54CJJ3T37
not attested not anchored not stored refs pending

Prompt Learning With Knowledge Memorizing Prototypes For Generalized Few-Shot Intent Detection

Chaiyut Luoyiching, Hai-Tao Zheng, Hanjing Su, Nannan Zhou, Rongsheng Li, Yangning Li, Yinghui Li

arxiv:2309.04971 v1 · 2023-09-10 · cs.CL

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\usepackage{pith}
\pithnumber{XISO5UDIPF3BKEBTR54CJJ3T37}

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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 2026-07-05T06:49:29.260649Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ba24eed06879761510338f7824a773dff49b6001ebcd77b1391f18422f992f1b

Aliases

arxiv: 2309.04971 · arxiv_version: 2309.04971v1 · doi: 10.48550/arxiv.2309.04971 · pith_short_12: XISO5UDIPF3B · pith_short_16: XISO5UDIPF3BKEBT · pith_short_8: XISO5UDI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XISO5UDIPF3BKEBTR54CJJ3T37 \
  | 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: ba24eed06879761510338f7824a773dff49b6001ebcd77b1391f18422f992f1b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f8ffde9bae6a9710155ef0a6aadc44527cead37f7bbe8437092904e443053c6a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-10T09:16:38Z",
    "title_canon_sha256": "4d5c819576b5cb8581508b517ad40cf4cd0aa732c833fb043111ff7101fae00c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.04971",
    "kind": "arxiv",
    "version": 1
  }
}