Pith Number

pith:3IDZCYEH

pith:2025:3IDZCYEHXPO2VBA6MHAYMLO2K6

not attested not anchored not stored refs pending

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

Chaimae Saadi, Fatima Guerouate, Ibrahim Bouabdallaoui, Mohammed Sbihi, Samya Bouhaddour

arxiv:2502.02391 v1 · 2025-02-04 · 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{3IDZCYEHXPO2VBA6MHAYMLO2K6}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T10:09:28.152212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da07916087bbddaa841e61c1862dda5786286224ebb948ecd8b6e2c5ba53c807

Aliases

arxiv: 2502.02391 · arxiv_version: 2502.02391v1 · doi: 10.48550/arxiv.2502.02391 · pith_short_12: 3IDZCYEHXPO2 · pith_short_16: 3IDZCYEHXPO2VBA6 · pith_short_8: 3IDZCYEH

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/3IDZCYEHXPO2VBA6MHAYMLO2K6 \
  | 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: da07916087bbddaa841e61c1862dda5786286224ebb948ecd8b6e2c5ba53c807

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "575de3c6da6a00b6717589a4f29dc5101ebd5d8538e680132311f17c17c2cdcd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-04T15:13:40Z",
    "title_canon_sha256": "5c3a39df186f004b2a8779c9c387954898da41f2743bf749f44d000174022da9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02391",
    "kind": "arxiv",
    "version": 1
  }
}