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- license: cc-by-4.0
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- language:
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- - zh
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ```
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  @inproceedings{xu2025can,
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  title={Can Large Language Models Be Good Language Teachers?},
 
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+ ---
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+ license: cc-by-4.0
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+ language:
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+ - zh
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+ ---
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+ # LLM Evaluation Benchmark for Chinese Language Teaching (CLTE)
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+
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+ A comprehensive benchmark for evaluating large language models' capabilities as Chinese language teachers, consisting of three core evaluation dimensions.
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+ ## Task Overview
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+
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+ ### Task 1: Basic Knowledge Evaluation
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+ - **Objective:** Assess foundational knowledge essential for international Chinese education
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+ - **Coverage:** 32 sub-topics across 5 major categories:
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+ - Linguistics (307 questions)
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+ - Chinese Culture (321 questions)
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+ - Pedagogy (163 questions)
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+ - World Culture (192 questions)
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+ - Cross-cultural Communication (217 questions)
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+ - **Total:** 1,200 questions evaluating fundamental knowledge base
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+
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+ ### Task 2: International Teacher Examination
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+ - **Objective:** Evaluate comprehensive teaching literacy using authentic certification materials
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+ - **Data Source:** Real-world test questions from official International Chinese Language Teacher Certification exams
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+ - **Format:** Instructional passages accompanied by 2-10 single-choice questions (1,044 total questions)
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+ - **Focus:** Integrated linguistic and pedagogical reasoning in practical teaching scenarios
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+
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+ ### Task 3: Teaching Practice Evaluation
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+ - **Objective:** Measure instructional effectiveness through simulated teaching interactions
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+ - **Methodology:**
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+ - Teacher models generate educational content from 120 teaching materials and guidelines
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+ - Student models are tested before and after receiving instruction
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+ - Effectiveness measured by performance improvement (120 assessment questions)
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+
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+ ## Evaluation Framework
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+ **GitHub URL:** [https://github.com/Line-Kite/CLTE](https://github.com/Line-Kite/CLTE)
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+
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+ ## Citation
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+ Please cite our paper if the work helps you.
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+
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  ```
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  @inproceedings{xu2025can,
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  title={Can Large Language Models Be Good Language Teachers?},