CHINESE SUBJECT PRODUCT

AI Chinese Essay Marking

Traditional Chinese marking — CDC-aligned, school-rubric friendly

HK-tuned AI marker for Chinese writing. Natively trained on Traditional Chinese, Cantonese-inflected phrasing, and HK curriculum (narrative, expository, argumentative, classical Chinese translation). TSA- and DSE-tested within 5% of human markers; 95% OCR on HK handwriting; 100,000+ student essays graded.

TeachersStudents
ChineseTraditionalClassical ChineseCDCTSADSEP3–P6S1–S6

100K+ HK Chinese handwritten essays graded · 95% handwriting OCR · within 5% of human markers

Create new Chinese essay marking task — class, word limit, title, intro
1/5

Create a new Chinese essay marking task

≤5% marking error
95% handwriting OCR

Practice items on ESSAi are AI-generated or ESSAi-authored in exam formats (for example DSE / TSA / HKAT format), with reference to the EDB curriculum. They are not HKEAA examination papers, sample papers, practice papers or marking schemes, and are not original exercises from any textbook or commercial assessment publisher. See our Copyright Notice. Copyright Notice

Chinese teacher pain · Essai solution

Marking a class of Chinese essays eats evenings and weekends; manual red-pen never ends.

AI returns a marked draft in 30s within 5% of human markers (TSA & DSE-tested). Teachers only finalise.

Generic AI models flunk Traditional Chinese, Cantonese-inflected phrasing, and classical Chinese.

Traditional-Chinese-native fine-tuning. Handles 記敘, 說明, 議論, 文言文 translation; CDC-aligned.

Handwritten drafts need to be typed up before any AI can mark them.

95% OCR on HK Traditional Chinese handwriting (benchmarked on 100K+ real student essays). Photo → marked.

Key features

Traditional-Chinese-native model

Not Simplified-Chinese translated or an English model with Chinese prompts. Natively trained on HK book-style Chinese.

Within 5% · 2× more accurate

Benchmarked against human markers on HK school writing samples; 2× more accurate than general-purpose AI not fine-tuned to HK standards.

Handwriting OCR · 95%

95% OCR on HK Traditional Chinese handwriting. Extremely messy handwriting flagged for teacher review.

Full genre coverage

Narrative, expository, argumentative, descriptive, classical-Chinese translation, reading report — HK primary + secondary.

School-based rubric

Plug in your school’s Chinese rubric; Essai tunes outputs to match. Or align with CDC / TSA / DSE out of the box.

Class report · Word export

Auto class report: weakness heatmap, sample essays, suggested phrases and vocabulary. One-click Word export.

How it works

1

Teacher sets the basics

Enter the essay topic, word limit, rubric (school-based or CDC / TSA / DSE), and assign a class.

2

Submit — teacher or student

Teacher uploads images or PDFs of handwritten drafts, or assigns students to submit from their own accounts.

3

Export Word or release to students

After review, export the class report as Word for printing or release it directly to student accounts.

Genre + grade coverage

Narrative

P3P4P5P6S1S2S3S4S5S6

Expository

P3P4P5P6S1S2S3S4S5S6

Argumentative

P3P4P5P6S1S2S3S4S5S6

Classical Chinese translation

P3P4P5P6S1S2S3S4S5S6

Reading report

P3P4P5P6S1S2S3S4S5S6
100,000+

HK Traditional-Chinese handwritten essays graded · 95% handwriting OCR · AI scores within 5% of human markers (TSA & DSE-tested)

HK primary Chinese teacher

“Clean UI across desktop, tablet, and mobile. Marking speed is impressive — I can focus my attention on structure and argumentation instead of red-penning every character.”

— HK primary school Chinese teacher

FAQ

Does Essai support Traditional Chinese?
Yes. Trained specifically for HK Traditional Chinese book-style writing — not translated from a Simplified model.
Does it handle classical Chinese (文言文)?
Yes. Handles classical-to-vernacular translation, parts-of-speech classification, and function-word usage scoring. Trained on S2–S6 HK school classical Chinese writing samples.
How accurate is the handwriting OCR?
95% on HK Traditional-Chinese handwriting. Extremely messy handwriting is flagged for teacher review rather than silently mis-read.
Can we plug in our school’s own rubric?
Yes. Upload your rubric; Essai tunes outputs. Also supports CDC / TSA / DSE standards out of the box.
Is student data used to train AI?
Never. Each school has its own tenant; Essai Sovereign (on-prem) available for stricter isolation.
Can we fund this with the EDB HK$500k programme?
Yes. Essai meets EDB Circular 221/2025. We provide the application template.

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