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Pith Number

pith:WLI2DBSN

pith:2024:WLI2DBSNFGK5VKXSNHXKMWU4MV
not attested not anchored not stored refs pending

Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model

Neeraj Agrawal, Subhadip Nandi

arxiv:2411.00451 v1 · 2024-11-01 · cs.LG · cs.IR

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\usepackage{pith}
\pithnumber{WLI2DBSNFGK5VKXSNHXKMWU4MV}

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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 2026-07-05T11:01:28.337061Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b2d1a1864d2995daaaf269eea65a9c655004a67aa1b50e2734fd28c3e96b4d80

Aliases

arxiv: 2411.00451 · arxiv_version: 2411.00451v1 · doi: 10.48550/arxiv.2411.00451 · pith_short_12: WLI2DBSNFGK5 · pith_short_16: WLI2DBSNFGK5VKXS · pith_short_8: WLI2DBSN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WLI2DBSNFGK5VKXSNHXKMWU4MV \
  | 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: b2d1a1864d2995daaaf269eea65a9c655004a67aa1b50e2734fd28c3e96b4d80
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9a0432e2d4dd9dadd208b15e9d4cb922078efd2db10fdc624abf1354a41e0cd2",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-01T08:57:29Z",
    "title_canon_sha256": "11f6ef848fd7927ba546a4e05265fc9d7a8dd55fc0bda26c5e9dcef77df2ad80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00451",
    "kind": "arxiv",
    "version": 1
  }
}