Pith Number

pith:AV4WO4AN

pith:2025:AV4WO4ANDQDKVXLFIPRR723HBA

not attested not anchored not stored refs pending

Less but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality Detection

Guanming Chen, Imran Razzak, Lingzhi Shen, Shoaib Jameel, Xiaohao Cai, Yunfei Long

arxiv:2504.05411 v1 · 2025-04-07 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AV4WO4ANDQDKVXLFIPRR723HBA}

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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

EmoPerso: Enhancing Personality Detection with Self-Supervised Emotion-Aware Modelling

Receipt and verification

First computed	2026-07-05T10:45:41.757917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

057967700d1c06aadd6543e31feb670823ff4c084c422341f198ea36fbe8b620

Aliases

arxiv: 2504.05411 · arxiv_version: 2504.05411v1 · doi: 10.48550/arxiv.2504.05411 · pith_short_12: AV4WO4ANDQDK · pith_short_16: AV4WO4ANDQDKVXLF · pith_short_8: AV4WO4AN

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/AV4WO4ANDQDKVXLFIPRR723HBA \
  | 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: 057967700d1c06aadd6543e31feb670823ff4c084c422341f198ea36fbe8b620

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c5987eb5ed7868a103b36af9a3219cea80d3e8f23d6585af6551df60cad2014",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-07T18:30:39Z",
    "title_canon_sha256": "9a8febfa599fb59a12ff72792bee3e7aa0b07ee2ccb7a399f216d9f312f27458"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.05411",
    "kind": "arxiv",
    "version": 1
  }
}