Pith Number

pith:YADLB7OI

pith:2024:YADLB7OIYQMOMM45WPRHSVO6SK

not attested not anchored not stored refs pending

Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models

Besmira Nushi, Rishabh Adiga, Varun Chandrasekaran

arxiv:2410.22517 v1 · 2024-10-29 · cs.CL · cs.AI · 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{YADLB7OIYQMOMM45WPRHSVO6SK}

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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

Breaking Down Bias: On The Limits of Generalizable Pruning Strategies

Receipt and verification

First computed	2026-07-05T09:28:17.623330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c006b0fdc8c418e6339db3e27955de92b4a853ba3153017aa64009d21fb71542

Aliases

arxiv: 2410.22517 · arxiv_version: 2410.22517v1 · doi: 10.48550/arxiv.2410.22517 · pith_short_12: YADLB7OIYQMO · pith_short_16: YADLB7OIYQMOMM45 · pith_short_8: YADLB7OI

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/YADLB7OIYQMOMM45WPRHSVO6SK \
  | 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: c006b0fdc8c418e6339db3e27955de92b4a853ba3153017aa64009d21fb71542

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c077688005747ec76a4c99a6f770b657ed0cd0906a4e65a5350d953cb3d1d89d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-29T20:15:56Z",
    "title_canon_sha256": "57e3b7ec7919d8900fb73bdc46711eb0020f6e8018e76ff8bb1351cf7cb6eb69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.22517",
    "kind": "arxiv",
    "version": 1
  }
}