Pith Number

pith:5GDS2KFJ

pith:2024:5GDS2KFJCMPQTHTH77CECN74GL

not attested not anchored not stored refs pending

Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation

Alice Oh, Andre F. T. Martins, Angelika Romanou, Antoine Bosselut, Beyza Ermis, Cl\'ementine Fourrier, Daniel Vila-Suero, Daphne Ippolito, David I. Adelani, Enzo Ferrante, Jian Gang Ngui, Kelly Marchisio, Leshem Choshen, Madeline Smith, Marzieh Fadaee, Peerat Limkonchotiwat, Raymond Ng, Sara Hooker, Sebastian Ruder, Shayne Longpre, Shivalika Singh, Wei Qi Leong, Wei-Yin Ko, Yosephine Susanto

arxiv:2412.03304 v2 · 2024-12-04 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5GDS2KFJCMPQTHTH77CECN74GL}

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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

15 papers in Pith

Multilingual Reasoning Cascades Need More Context

Cross-Lingual Consensus: Aligning Multilingual Cultural Knowledge via Multilingual Self-Consistency

Quantifying the Impact of Translation Errors on Multilingual LLM Evaluation

Auditing LLM-Governed Social Robots with Culture-Specific Moral Gradients

Rethinking the Multilingual Reasoning Gap with Layer Swap

Receipt and verification

First computed	2026-07-05T10:16:39.958543Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9872d28a9131f099e67ffc44137fc32edf9f7000095cc072f159f51f8e01372

Aliases

arxiv: 2412.03304 · arxiv_version: 2412.03304v2 · doi: 10.48550/arxiv.2412.03304 · pith_short_12: 5GDS2KFJCMPQ · pith_short_16: 5GDS2KFJCMPQTHTH · pith_short_8: 5GDS2KFJ

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/5GDS2KFJCMPQTHTH77CECN74GL \
  | 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: e9872d28a9131f099e67ffc44137fc32edf9f7000095cc072f159f51f8e01372

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1696edc59f38e6f209087be5c2d11c03690759b7653b8d48a1db9bb01ab8a9ca",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-04T13:27:09Z",
    "title_canon_sha256": "a80f5478de9a966b86b324ddc0c24d9f9daa956b38a8afc0e961139a7837788e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03304",
    "kind": "arxiv",
    "version": 2
  }
}