Pith Number

pith:LTJ5XP4U

pith:2023:LTJ5XP4U7R34I4GHKW7XDP6OJM

not attested not anchored not stored refs pending

Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting

Ahmad Beirami, Alex Beutel, Ben Packer, Hansa Srinivasan, Jilin Chen, Nicholas Blumm, Preethi Lahoti, Qijun Tan, Raghavendra Kotikalapudi, Sahitya Potluri, Xiao Ma

arxiv:2310.16523 v1 · 2023-10-25 · 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{LTJ5XP4U7R34I4GHKW7XDP6OJM}

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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

AI in Mental Health: Emotional and Sentiment Analysis of Large Language Models' Responses to Depression, Anxiety, and Stress Queries

Receipt and verification

First computed	2026-07-05T07:04:58.792904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5cd3dbbf94fc77c470c755bf71bfce4b011b8af94764b0445d10423d711b8d47

Aliases

arxiv: 2310.16523 · arxiv_version: 2310.16523v1 · doi: 10.48550/arxiv.2310.16523 · pith_short_12: LTJ5XP4U7R34 · pith_short_16: LTJ5XP4U7R34I4GH · pith_short_8: LTJ5XP4U

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/LTJ5XP4U7R34I4GHKW7XDP6OJM \
  | 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: 5cd3dbbf94fc77c470c755bf71bfce4b011b8af94764b0445d10423d711b8d47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86804f7fe53c9aa9cdcccad2cfd39dc096407b117e951e5f65bcbdd0a09a3e1d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-25T10:17:17Z",
    "title_canon_sha256": "634c40243ad769f6174cba02c6a74e54445bbfc8e525b15dd50424f807dc6718"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.16523",
    "kind": "arxiv",
    "version": 1
  }
}