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Pith Number

pith:I6PDZFAR

pith:2024:I6PDZFARVVGR5YNLAQ2Y3FZTBO
not attested not anchored not stored refs pending

MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models

Dongkeun Yoon, Guijin Son, Jaume Prats-Cristi\`a, Javier Aula-Blasco, Juyoung Suk, Luc\'ia Tormo-Ba\~nuelos, Mano Aslan, Seungone Kim, Shayekh Bin Islam, Vu Trong Kim

arxiv:2410.17578 v2 · 2024-10-23 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
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\usepackage{pith}
\pithnumber{I6PDZFARVVGR5YNLAQ2Y3FZTBO}

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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

6 papers in Pith

Challenges and Recommendations for LLMs-as-a-Judge in Multilingual Settings and Low-Resource Languages
JuICE: A Benchmark for Evaluating LLM-Judge in Identifying Cultural Errors
Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of Evaluators
LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods
Multilingual Prompt Localization for Agent-as-a-Judge: Language and Backbone Sensitivity in Requirement-Level Evaluation
Receipt and verification
First computed 2026-07-05T10:41:16.413213Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

479e3c9411ad4d1ee1ab04358d97330bb567ded26d107bffbd07e009fc121404

Aliases

arxiv: 2410.17578 · arxiv_version: 2410.17578v2 · doi: 10.48550/arxiv.2410.17578 · pith_short_12: I6PDZFARVVGR · pith_short_16: I6PDZFARVVGR5YNL · pith_short_8: I6PDZFAR
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/I6PDZFARVVGR5YNLAQ2Y3FZTBO \
  | 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: 479e3c9411ad4d1ee1ab04358d97330bb567ded26d107bffbd07e009fc121404
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "0000ce4906a24f728a48e783b1ed965cc703c493dd4a051b5121bed480d59b07",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-23T06:04:55Z",
    "title_canon_sha256": "282db59af1c616b5cf67501062a09148369a1934988db603f2f08c9f9eec036b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.17578",
    "kind": "arxiv",
    "version": 2
  }
}