Pith Number

pith:UJVYUNYS

pith:2024:UJVYUNYSVJI5W4UPNSMQX23AAB

not attested not anchored not stored refs pending

On the Role of Speech Data in Reducing Toxicity Detection Bias

Adina Williams, Christophe Ropers, Eduardo S\'anchez, Levent Sagun, Mariano Coria Meglioli, Marta R. Costa-juss\`a, Megan Richards, Samuel J. Bell, Skyler Wang

arxiv:2411.08135 v2 · 2024-11-12 · cs.CL · cs.AI · cs.LG · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UJVYUNYSVJI5W4UPNSMQX23AAB}

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	2026-07-05T11:03:53.754625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a26b8a3712aa51db728f6c990beb60004ae6024a8d3cbdb88ca465f478830f93

Aliases

arxiv: 2411.08135 · arxiv_version: 2411.08135v2 · doi: 10.48550/arxiv.2411.08135 · pith_short_12: UJVYUNYSVJI5 · pith_short_16: UJVYUNYSVJI5W4UP · pith_short_8: UJVYUNYS

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/UJVYUNYSVJI5W4UPNSMQX23AAB \
  | 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: a26b8a3712aa51db728f6c990beb60004ae6024a8d3cbdb88ca465f478830f93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5a3fa452a23c844198d8733e3f7868671e2a4c085eacb0ad41b1450447c9b2d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-12T19:26:43Z",
    "title_canon_sha256": "17fa0dea5bb0b989f3c8f35d53fb5ba94d0748e1b9ea43847984db43007b961a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08135",
    "kind": "arxiv",
    "version": 2
  }
}