Pith Number

pith:L7FMDQUZ

pith:2024:L7FMDQUZQT7H2AXKYCZXJRIZTW

not attested not anchored not stored refs pending

Enhancing LLM-based Hatred and Toxicity Detection with Meta-Toxic Knowledge Graph

Can Xu, Jiapeng Zhu, Xiang Li, Yao Liu, Yibo Zhao

arxiv:2412.15268 v4 · 2024-12-17 · 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{L7FMDQUZQT7H2AXKYCZXJRIZTW}

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.

Cited by

1 paper in Pith

CoGate-LSTM: Prototype-Guided Feature-Space Gating for Mitigating Gradient Dilution in Imbalanced Toxic Comment Classification

Receipt and verification

First computed	2026-07-05T11:14:01.026405Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fcac1c29984fe7d02eac0b374c5199dbdc6006bd08aa28039a3d8684ca8bf52

Aliases

arxiv: 2412.15268 · arxiv_version: 2412.15268v4 · doi: 10.48550/arxiv.2412.15268 · pith_short_12: L7FMDQUZQT7H · pith_short_16: L7FMDQUZQT7H2AXK · pith_short_8: L7FMDQUZ

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/L7FMDQUZQT7H2AXKYCZXJRIZTW \
  | 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: 5fcac1c29984fe7d02eac0b374c5199dbdc6006bd08aa28039a3d8684ca8bf52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b606b657b212bd5ed92df04ef917ae7bf8401bd5dac920a30db63f54fda9bd08",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-17T06:28:28Z",
    "title_canon_sha256": "ef2845f4bc856b03bb6654668388349f0a182e71194e82b301148685ab7d726a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15268",
    "kind": "arxiv",
    "version": 4
  }
}