Pith Number

pith:BIWBLIYO

pith:2023:BIWBLIYOUMCDPIWHYTXSSU4NIN

not attested not anchored not stored refs pending

Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models

Cheng Cao, Jiang Zhang, Konstantinos Psounis, Qiong Wu, Yiming Xu, Zheng Du

arxiv:2312.08303 v1 · 2023-12-13 · 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{BIWBLIYOUMCDPIWHYTXSSU4NIN}

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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

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

Receipt and verification

First computed	2026-07-05T07:23:51.742044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a2c15a30ea30437a2c7c4ef29538d4373065dfb5b15b6a54544b975a91bdf6f

Aliases

arxiv: 2312.08303 · arxiv_version: 2312.08303v1 · doi: 10.48550/arxiv.2312.08303 · pith_short_12: BIWBLIYOUMCD · pith_short_16: BIWBLIYOUMCDPIWH · pith_short_8: BIWBLIYO

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/BIWBLIYOUMCDPIWHYTXSSU4NIN \
  | 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: 0a2c15a30ea30437a2c7c4ef29538d4373065dfb5b15b6a54544b975a91bdf6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2bd2932064ea6e9f8b134d20a007374d0aa01abd7cc3001d2d68b12d134db6a8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-13T17:22:19Z",
    "title_canon_sha256": "4fdd959058f6bffd83de6a4fc28ec1f46e086add703ada20b27a88ed149da0ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.08303",
    "kind": "arxiv",
    "version": 1
  }
}