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Pith Number

pith:MXB6LM6H

pith:2023:MXB6LM6HIOOBJ6HOCJIRPHBTC5
not attested not anchored not stored refs pending

Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts

Campbell Wilson, Janis Dalins, Thanh Thi Nguyen

arxiv:2308.14683 v1 · 2023-08-28 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MXB6LM6HIOOBJ6HOCJIRPHBTC5}

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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 2026-07-05T06:45:29.704034Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

65c3e5b3c7439c14f8ee1251179c33176927c73dbb425f66fc488cb8d3646662

Aliases

arxiv: 2308.14683 · arxiv_version: 2308.14683v1 · doi: 10.48550/arxiv.2308.14683 · pith_short_12: MXB6LM6HIOOB · pith_short_16: MXB6LM6HIOOBJ6HO · pith_short_8: MXB6LM6H
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MXB6LM6HIOOBJ6HOCJIRPHBTC5 \
  | 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: 65c3e5b3c7439c14f8ee1251179c33176927c73dbb425f66fc488cb8d3646662
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6e68ae7d1c6a312e05abfe8a0ec172d8a88e2d5a9c3024c800d888b1c93a6ef7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-28T16:18:50Z",
    "title_canon_sha256": "4ccb51032d320c16b28c6e5007681ce47f164c2f10c7f270259c8c6be1772823"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.14683",
    "kind": "arxiv",
    "version": 1
  }
}