Pith Number

pith:6NKJTUK5

pith:2024:6NKJTUK5PL5IU4NFZTD2I45MCM

not attested not anchored not stored refs pending

CLLMFS: A Contrastive Learning enhanced Large Language Model Framework for Few-Shot Named Entity Recognition

Jing Tang, Yafeng Zhang, Yuang Huang, Zilan Yu

arxiv:2408.12834 v1 · 2024-08-23 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6NKJTUK5PL5IU4NFZTD2I45MCM}

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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

FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework

Receipt and verification

First computed	2026-07-05T08:58:31.287065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f35499d15d7afa8a71a5ccc7a473ac130f6df950fba8df437a498877c19512b5

Aliases

arxiv: 2408.12834 · arxiv_version: 2408.12834v1 · doi: 10.48550/arxiv.2408.12834 · pith_short_12: 6NKJTUK5PL5I · pith_short_16: 6NKJTUK5PL5IU4NF · pith_short_8: 6NKJTUK5

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/6NKJTUK5PL5IU4NFZTD2I45MCM \
  | 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: f35499d15d7afa8a71a5ccc7a473ac130f6df950fba8df437a498877c19512b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93f0eb0f7f459e017ec9fa60c07c8d309dddd09a9a3c051311e506b8a379e59d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-23T04:44:05Z",
    "title_canon_sha256": "ebdcaea1dc710ebf729cc8dc678354f031c2c33979e4b9275b9747acb7b95bc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12834",
    "kind": "arxiv",
    "version": 1
  }
}