Pith Number

pith:2FA35XST

pith:2024:2FA35XSTPB3AHUUBXRHH46P2ZJ

not attested not anchored not stored refs pending

LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models

Dinh Phung, He Zhao, Lan Du, Wray Buntine, Xiaohao Yang

arxiv:2406.09008 v2 · 2024-06-13 · cs.CL

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\usepackage{pith}
\pithnumber{2FA35XSTPB3AHUUBXRHH46P2ZJ}

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Record completeness

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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

Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation

Receipt and verification

First computed	2026-07-05T10:00:38.000535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d141bede53787603d281bc4e7e79faca71b697214a068216575f9516a13d8a62

Aliases

arxiv: 2406.09008 · arxiv_version: 2406.09008v2 · doi: 10.48550/arxiv.2406.09008 · pith_short_12: 2FA35XSTPB3A · pith_short_16: 2FA35XSTPB3AHUUB · pith_short_8: 2FA35XST

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/2FA35XSTPB3AHUUBXRHH46P2ZJ \
  | 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: d141bede53787603d281bc4e7e79faca71b697214a068216575f9516a13d8a62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c02ee2f3d46dafa4d934adc0cdd286d18c21baafa043243e96b7bb2460cb42df",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-13T11:19:50Z",
    "title_canon_sha256": "b3a1a5b727ae8bbdf6e280993de180f682a65ce85b45b797f4563734caeb424f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.09008",
    "kind": "arxiv",
    "version": 2
  }
}