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  3. 千言数据集:中学语文阅读理解

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Baidu AI StudioNLPIntermediateRegistration unverifiedRegistration unverified

千言数据集:中学语文阅读理解

适合已经能训练或微调中文 NLP 模型、希望做机器阅读理解的学习者。参赛者需要能处理长篇中文文章,并具备一定的中学语文阅读能力,尤其要面对古诗文、现代文及字词理解、概括、推理和情感分析类问题。

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Suggested next step

Decide whether this contest fits your current stage before you sink time into the leaderboard.

Beginner score

55/100

Higher means a safer real starting point for your current stage.

Learning value

58/100

Measures whether the competition teaches habits you can transfer elsewhere.

Estimated effort

10-30 hours

Use this to check whether the task fits your current time budget.

Metric

Official scoring is published on the Ba…

If you cannot explain this metric clearly yet, you probably still need a bit of prep.

Who this competition fits

适合已经能训练或微调中文 NLP 模型、希望做机器阅读理解的学习者。参赛者需要能处理长篇中文文章,并具备一定的中学语文阅读能力,尤其要面对古诗文、现代文及字词理解、概括、推理和情感分析类问题。

Official blurb (unedited)
本任务源自中学语文阅读理解题,包含了古诗文和现代文,涉及字词的理解,段落总结,逻辑推理,情感分析以及创作背景等各个方面,以期推进中文自然语言处理的发展。 Official tags: 阅读理解. Sign-ups: 218.

What this competition gives you

There is a baseline you can run as-is — starting from it is usually far faster than building from scratch.

BaselineNCR baseline system repository
Data

NCR Chinese reading-comprehension dataset: 8,388 articles and 20,477 questions

Reference paperReference paper on the Native Chinese Reader dataset
Support channel

Technical discussion group for contestant communication

Mentoring

Organiser staff provide periodic group Q&A

Prep before joining

If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.

中文自然语言处理

机器阅读理解

长文本建模

古诗文与现代文阅读

JSON 数据处理

CSV 预测结果生成

Where the real difficulty shows up

The real friction is usually not library usage. It is validation, time allocation, and task framing.

主要难点是从平均长度为 1024 的文章中提取与问题相关的信息,并在古诗文和现代文混合材料上完成细粒度理解与四选一判断。提交时还需按每个问题的 Q_id 生成可识别的 CSV 预测文件,且不能直接提交或高度复现基线预测结果。

Read this first

This guide is the best pre-read if you want a cleaner start instead of trial-and-error.

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Your decision

Use these fields to make a quick decision before you dive deeper.

Status
Registration unverified
Registration
Registration unverified
Eligibility
Needs official confirmation
Reward
千言定制大礼包
Compute
Free GPU OK
Official metric
Official scoring is published on the Baidu AI Studio competition page.
Verification
Source page verified

Registration is unverified; confirm availability on the official page before investing.

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Rules, files, submission details, and the live deadline still come from the official page.

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Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.

Source page verifiedMetric confirmedReviewed
Published on this site
Jul 21, 2026

Official metric is not published on the Baidu AI Studio competition listing; verify scoring on the competition page.