Pith Number

pith:GBFIUZKO

pith:2024:GBFIUZKOSW43JXPVKKAI3TWJOW

not attested not anchored not stored refs pending

Correcting Negative Bias in Large Language Models through Negative Attention Score Alignment

Bongkyu Hwang, Hoyoung Kang, Jongyoon Song, Junhwa Choi, Sangwon Yu, Seongho Joe, Sooah Cho, Sungroh Yoon, Taehee Lee, Youngjune L. Gwon

arxiv:2408.00137 v2 · 2024-07-31 · 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{GBFIUZKOSW43JXPVKKAI3TWJOW}

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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

2 papers in Pith

AMEL: Accumulated Message Effects on LLM Judgments

Receipt and verification

First computed	2026-07-05T10:55:22.539482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

304a8a654e95b9b4ddf552808dcec975a017b781eeb8e26f86b5a4a46f62bf58

Aliases

arxiv: 2408.00137 · arxiv_version: 2408.00137v2 · doi: 10.48550/arxiv.2408.00137 · pith_short_12: GBFIUZKOSW43 · pith_short_16: GBFIUZKOSW43JXPV · pith_short_8: GBFIUZKO

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/GBFIUZKOSW43JXPVKKAI3TWJOW \
  | 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: 304a8a654e95b9b4ddf552808dcec975a017b781eeb8e26f86b5a4a46f62bf58

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6a25c53d59cf79f94e179bf0762107389b1009b4b1db70c37f6178db7f2cd03",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-31T19:50:57Z",
    "title_canon_sha256": "420d2b7a1b082ef17507e81021c87a9ce50dc009deb656786f2b4c2f634cb4a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.00137",
    "kind": "arxiv",
    "version": 2
  }
}