Question Engine

把好內容，變成有教學意義的題目。

SpeakLift 先理解文章、目標程度與學習目標，再出真正需要考的題——而不是貼上文章就生成十題。

開始出題看看它怎麼運作

QUESTION ENGINE

Source: Climate Change and Young People
Target: HKDSE Senior Secondary
Question Count: 8

Skill Distribution

Main Idea: 20%
Detail: 30%
Inference: 20%
Vocabulary: 15%
Reference: 15%

Difficulty●●●○○

Generate Questions

What is the main purpose of the article?

Skill: Main Idea
Difficulty: Medium
Evidence: Paragraph 1–2

AI Validation

✓Answerable
✓Content-aligned
✓No ambiguity

好題考的不只是記憶。

出題不難。出對的題才難。教師真正要判斷的是：

這道題測試什麼？
難度是否合適？
答案是否真的來自文章？
是不是考到了重要內容？
題型有沒有重複？
是否覆蓋不同閱讀技能？
是否符合 DSE？

SpeakLift 的 Question Engine 不是單純 Generate，而是 Understand → Map → Generate → Validate。

Understand
→
Map
→
Generate
→
Validate

每一題都有目的。

Article
→
Content Intelligence
→
Skills
→
Questions

Q1 Main Idea

Q2 Supporting Detail

Q3 Inference

Q4 Vocabulary in Context

Q5 Reference

Q6 Author's Purpose

Don't generate more questions. Generate better-balanced questions.

每一題都應能回到原文。

Question

Why did the author mention…

Evidence: Paragraph 3
Skill: Inference
Difficulty: B2

SpeakLift 把每道題連回支持它的內容：Question → Evidence → Answer。

控制挑戰，而不只是 Easy / Medium / Hard。

CEFR

B1B1+B2B2+

DSE

Level 1Level 2Level 3Level 4–5

Question Difficulty

Easy ─────●──── Hard

inference depthdistractor qualityvocabulary difficultysentence complexityreasoning required

題型應對準課程，而不只是下拉選單。

Multiple Choice

Short Answer

Matching

True / False

Vocabulary

Inference

Critical Thinking

DSE-style

HKDSEIELTSTOEFLGeneral EnglishCustom

不是隨機生成 10 題。

QUESTION PLAN

8 Questions

Main Idea: 1
Detail: 2
Inference: 2
Vocabulary: 1
Reference: 1
Critical Thinking: 1

Balanced assessment coverage

先生成，再檢查。

SpeakLift 會自動檢查生成題目：

✓ Content relevance✓ Answer correctness✓ Ambiguity✓ Difficulty✓ Skill alignment✓ Distractor quality✓ Language quality

Question #4

⚠ Potential ambiguity detected

Reason

Two options may be supported by the passage.

Recommendation

Revise question / distractor

Fix with AI

從一篇篇章到一套完整評估

Source Passage

Climate Change and Young People

Young people are not waiting for governments to act. Across classrooms, they are asking whether education is preparing them for a warmer world.

Question Blueprint

1 × Main Idea
2 × Detail
2 × Inference
1 × Vocabulary
1 × Reference
1 × Critical Thinking

Generated Assessment

✓Q1 Main Idea
✓Q2 Detail
✓Q3 Detail
✓Q4 Inference
✓Q5 Inference
✓Q6 Vocabulary
✓Q7 Reference
✓Q8 Critical Thinking

生成這套評估 →

一篇篇章，多種學習機會。

一旦 SpeakLift 理解了篇章，就能按內容、難度與學習目標出題。三個頁面連成一條線：Understand → Adapt → Assess。

Understand

Content Intelligence

Adapt

Passage Generator

Assess

Question Engine

Teach

Learning Kits

評估應該改善下一堂課。

學生結果不只告訴你對錯，還能指出哪些技能需要再練。

傳統

1Teacher
2Questions
3Student
4Score

SpeakLift

1Teacher
2Questions
3Student
4Assessment
5Skill-level Results
6Learning Memory
7Next Practice

Student A

Main Idea92%
Detail85%
Vocabulary78%
Inference54%

Next Recommendation

→ Inference Practice
→ 3 Targeted Questions
→ Speaking Follow-up

用更好的內容，出更好的題。

幾分鐘內做出技能均衡、對準課程的評估。

試用 Question Engine 探索 Studio