Claim · 2023-06-15 · publication · Stated in source · Supported

The paper introduces CMMLU, which it describes as a comprehensive Chinese benchmark covering subjects in natural science, social sciences, engineering and humanities.

One recorded claim. The claim panel gives its qualification, the source passages with their place in each source, and how it was checked.

What it connects

CMMLU: Measuring massive multitask language understanding in Chinese → states its contribution → The paper introduces CMMLU, which it describes as a comprehensive Chinese benchmark covering subjects in natural science, social sciences, engineering and humanities.

Where it appears

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Claim and evidence

CMMLU: Measuring massive multitask language understanding in Chinesestates its contribution ↓The paper introduces CMMLU, which it describes as a comprehensive Chinese benchmark covering subjects in natural science, social sciences, engineering and humanities.

Machine-checked, not reviewed by an editorStated in sourceSupported

Supporting evidence: primary · 1 source

Date: 2023-06-15 · publication Records dated 2023 →

Scope and limitsThe paper's own description of its contribution; not an assessment of it.

The evidence 01

primary sourceSupports the claim

CMMLU: Measuring massive multitask language understanding in Chinese

arXiv · 2023-06-15

Cite the original source

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Source excerpt

“This paper aims to bridge this gap by introducing CMMLU, a comprehensive Chinese benchmark that covers various subjects, including natural science, social sciences, engineering, and humanities.”

Location in source arXiv v1, PDF p. 1, abstract

Machine-checked · 2026-10-31

Source details and check notes

Authors: Haonan Li; Yixuan Zhang; Fajri Koto; Yifei Yang; Hai Zhao; Yeyun Gong; Nan Duan; Timothy Baldwin
Version: arXiv:2306.09212v1, submitted 15 June 2023 (UTC). Retrieved for the candidate pack on 2026-10-28 (SHA-256 138c9cf54990bef862512b923a742ba0c874624d3cc4d0c84a07b737d2d1375c). The author list is the byline as printed on the first page.
Version date: 2023-06-15
Canonical address: Open the canonical source ↗
Accessed: 2026-10-28
Language: English (en)
Attribution: Haonan Li, Yixuan Zhang, Fajri Koto, Yifei Yang, Hai Zhao, Yeyun Gong, Nan Duan, Timothy Baldwin, “CMMLU: Measuring massive multitask language understanding in Chinese”, 2023-06-15.
Reuse: No open redistribution licence asserted. Bibliographic metadata, editorial paraphrases and short attributed quotations (at most 50 words each). Recheck terms before wider redistribution.
Check notes: Candidate pack passage, key papers (research/key-papers). The quotation (26 words) matched the text retrieved for the candidate pack on 2026-10-28 (research/key-papers/verification.json). Matching ignored differences of whitespace, case, quotation marks, dashes and line-break hyphens, so the source’s typography can differ. A cross-family machine check (2026-10-30, item B041) found the quotation at its locator. No human editorial review.

Status and meaning

Editorial status. Not reviewed by an editor. An exploratory record that no editor has accepted. This status does not say whether a person has read any linked passage. Each evidence record above shows how it was checked.

Relation. A paper or other publication describes its own contribution, quoted from the expression the record names, usually its abstract or introduction. The record is the document’s own description, not an assessment: a claim of priority or novelty it contains is the document’s claim, flagged as such, and says nothing about earlier or later work.

Date. Date of the arXiv version quoted, submitted 15 June 2023 (UTC); later versions may word it differently.

Record ID kp-states-cmmlu-measuring-massive-multitask-language-2023-1