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  3. 千言数据集-航旅纵横:段落级答案抽取

Competition workspace

Baidu AI StudioNLPIntermediateRegistration unverifiedRegistration unverified

千言数据集-航旅纵横:段落级答案抽取

适合有中文自然语言处理和阅读理解经验、能处理民航出行网页文本的参赛者。你需要能针对问句在目标文章的段落集合中检索并排序候选段落,并按指定 JSON 行格式提交段落路径。

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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

适合有中文自然语言处理和阅读理解经验、能处理民航出行网页文本的参赛者。你需要能针对问句在目标文章的段落集合中检索并排序候选段落,并按指定 JSON 行格式提交段落路径。

Official blurb (unedited)
针对民航出行领域中信息动态更新频繁、用户出行问答需求旺盛及大量文本数据使用价值较低等问题,探索基于阅读理解技术实现从民航相关网页的文本数据中精准抽取出的问题和答案对。 Official tags: 自然语言处理-问答. Sign-ups: 6000.

What this competition gives you

Taken from the competition's official page.

Baseline

Baseline model for entrants to reference and improve

Support channelTechnical discussion group for entrant communication
Mentoring

Organiser staff will regularly answer questions in the group

Prep before joining

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

中文阅读理解模型

段落检索与排序

民航出行文本处理

JSON Lines 文件生成

文本路径定位

飞桨 AI Studio Notebook

Where the real difficulty shows up

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

核心难点是把答案精确定位到段落级,而不只是找到相关文章:结果需要在 TopN 候选中包含正确段落。提交还要给出答案片段所在文章的唯一 key 及其在原文中的 detail 路径,路径定位和输出格式都需要严格对应测试数据。

Read this first

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

How to learn feature engineering, validation, and competition workflow without heavy hardware.

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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
CPU only
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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Official source

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.