謝舒凱

主要研究興趣集中在計算語言學、語言資源與評測的交叉領域，致力於構建知識本體論、語料庫與詞彙語意資源，以提升 NLP 與 AI 系統效能，並推動數位人文（e-Humanities）的發展。

• 2026 Wang, B.Y. and Shu-Kai Hsieh. "Multimodal Lexical Items." In: International Encyclopedia of Language and Linguistics, 3rd ed. Elsevier.
• 2025 謝舒凱。「語料庫與語言研究的實證方法」。收錄於黃宣範（主編）：《語言學：結構、認知與文化的探索》。台大出版中心。
• 2023 Hsieh, Shu-Kai. "Computational Learning of Construction in Chinese." In: Chinese Language Learning and Technology. Springer.
• 2022 Hsieh, Shu-Kai et al. "The Extreme Poverty of Affixation in Chinese." In: Cambridge Handbook of Chinese Linguistics.
• 2022 Hsieh, Shu-Kai. "DeepLEX." In: Chinese Language Resources. Springer Nature.
• 2020 謝舒凱（譯註）。《生成詞彙理論：邁向計算語意的新視野》。台北：聯經出版社。
• 2017 Huang, Chu-Ren, Shu-Kai Hsieh, and Keh-Jiann Chen (eds). Mandarin Chinese Words and Parts of Speech: A corpus-based study. Routledge.

• 2025 Lian, D.-C., et al., & Shu-Kai Hsieh. "Empowering elementary learning: Utilizing large language models to craft tailored textbooks with expert insight." Journal of Library and Information Studies, 23(2).
• 2024 Hsieh, Shu-Kai, et al. "Self-supervised learning for Formosan speech representation and linguistic phylogeny." Frontiers in Language Sciences 3.
• 2023 Wang, B-Y and Shu-Kai Hsieh. "Incorporating Structural Topic Modeling into Short Text Analysis." Concentric: Studies in Linguistics.
• 2022 Pin-Er Chen, et al., & Shu-Kai Hsieh. "Analyzing Discourse Functions with Acoustic Features and Phone Embeddings: Non-Lexical Items in Taiwan Mandarin." IJCLCLP 27(2). Best Paper Award
• 2021 Lai, C-H, Shu-Kai Hsieh, et al. "Neuro-Cognitive Differences in Semantic Processing Between Native Speakers and Proficient Learners." Frontiers in Psychology.

• 2025Prevot, L., Wang, S-F., Chi, J-A., & Shu-Kai Hsieh. "Extending the BabyLM Initiative to Diverse Languages and Development."
• 2023Tseng, Yu-Hsiang, et al., & Shu-Kai Hsieh. "Vec2Gloss: definition modeling leveraging contextualized vectors with Wordnet gloss." PACLIC 37, Hong Kong.
• 2023Lin, Zheng-Lin, et al., & Shu-Kai Hsieh. "Solving Linguistic Olympiad Problems with Tree-of-Thought Prompting." ROCLING 2023, Taipei.
• 2023Watty, D., Kitsunai, M., & Shu-Kai Hsieh. "Prompt-based translation of Chinese into Taiwan Braille." IALP 2023, Singapore.
• 2022Tseng, Yu-Hsiang and Shu-Kai Hsieh. "Character Jacobian: modeling Chinese character meanings with deep learning model." COLING 2022, South Korea.
• 2022Tseng, Yu-Hsiang, et al., & Shu-Kai Hsieh. "CxLM: A Construction and Context-aware Language Model." LREC 2022.
• 2020Tseng, Yu-Hsiang, Shu-Kai Hsieh, et al. "Computational Modeling of Affixoid Behavior in Chinese Morphology." COLING 2020.