Pith Number

pith:DSHPCFE6

pith:2024:DSHPCFE6YN3OXXCSRDRMGKPBW7

not attested not anchored not stored refs pending

A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis

Changzhi Zhou, Dandan Song, Hao Wang, Jun Yang, Shuhao Zhang, Xinyu Zhang, Yuhang Tian, Zhijing Wu, Ziyi Yang

arxiv:2412.02279 v1 · 2024-12-03 · cs.CL · cs.AI

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

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\usepackage{pith}
\pithnumber{DSHPCFE6YN3OXXCSRDRMGKPBW7}

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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

LASQ: A Low-resource Aspect-based Sentiment Quadruple Extraction Dataset

Annotation Quality in Aspect-Based Sentiment Analysis: A Case Study Comparing Experts, Students, Crowdworkers, and Large Language Model

Receipt and verification

First computed	2026-07-05T09:43:47.546039Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c8ef1149ec376ebdc5288e2c329e1b7f31832109af811952dc3ec2c3c396290

Aliases

arxiv: 2412.02279 · arxiv_version: 2412.02279v1 · doi: 10.48550/arxiv.2412.02279 · pith_short_12: DSHPCFE6YN3O · pith_short_16: DSHPCFE6YN3OXXCS · pith_short_8: DSHPCFE6

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/DSHPCFE6YN3OXXCSRDRMGKPBW7 \
  | 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: 1c8ef1149ec376ebdc5288e2c329e1b7f31832109af811952dc3ec2c3c396290

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54a732cd2914a53c124aa51b928651610b7058ef7e2dd5dd441dbaacfcea7edd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-03T08:54:17Z",
    "title_canon_sha256": "876bf0c7c4c354095790f35be1b3f26fb58cbc0b5e05c9f648983d9cdcdcc778"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02279",
    "kind": "arxiv",
    "version": 1
  }
}