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  3. 飞桨学习赛:中文新闻文本标题分类
Baidu AI StudioLLMBeginnerRegistration unverified

飞桨学习赛:中文新闻文本标题分类

A beginner llm competition requiring roughly 4–12 hours for an end-to-end practice run.

Difficulty
Beginner
Estimated effort
4–12 hours
Registration deadline
To be confirmed
Compute
Free GPU OK
OverviewResourcesPreparationSource

Overview

Who this competition fits

适合已能用 PaddlePaddle 2.0+ 训练端到端深度学习模型、想练习中文短文本多分类的个人开发者。任务直接使用新闻标题和标签训练,了解中文文本预处理与分类模型即可进入。

Read the original official blurb
基于THUCNews数据集的文本分类任务。 THUCNews是根据新浪新闻RSS订阅频道2005~2011年间的历史数据筛选过滤生成,包含74万篇新闻文档,参赛者需要根据新闻标题的内容用算法来判断该新闻属于哪一类别。 Official tags: 文本分类. Sign-ups: 907.

Resources

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.

  • BaselinePaddleNLP complete baseline project
  • BaselineComplete baseline project by 炼丹师233
  • DataTHUCNews data: 740,000 UTF-8 news documents across 14 categories

Preparation

From registration to a first submission

  1. 01

    PaddlePaddle 2.0+

  2. 02

    中文文本分类

  3. 03

    新闻标题预处理

  4. 04

    多分类模型训练

  5. 05

    ZIP结果文件生成

  6. 06

    AI Studio Notebook

Before you commit: 关键不仅是训练出能区分14类新闻标题的模型,还要严格按测试集原顺序输出预测:result.txt 每行一个类别,且总行数必须为83599;行数或顺序不符即成绩无效。提交的预测结果和原始代码还必须基于飞桨框架生成。

Source

How this page was assembled

Competition information is structured from the official page. Scores are platform estimates for decision support; official rules take precedence.

Official competition page
Baidu AI Studio
Last checked
Not recorded

Entry assessment

est.
78

Worth shortlisting

Overall fit estimate

Beginner fit78/100
Learning value72/100

Confirm eligibility and time commitment before moving into formal preparation.

Entry eligibility needs official confirmation

Open official pageSign in to saveOpen guide

Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win.

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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.