Li-Hsin Chang
 
 lhchan@utu.fi : 451A  | 
Natural Language Processing; language technology; educational NLP
I am a member of the TurkuNLP research group.
I have background in Biology and Bioinformatics. Nowadays my research topic is in the field of educational language technology.
I work on automatic essay evaluation and paraphrasing.
In autumn 2022, I help with the teaching of the Introduction to Programming course along with several other colleagues..
- Model AI Assignments 2025  (2025)  
- Proceedings of the AAAI Conference on Artificial Intelligence
 
 - Automatic Short Answer Grading for Finnish with ChatGPT  (2024)  
- Proceedings of the AAAI Conference on Artificial Intelligence
 
 - Breakpoints in Iterative Development and Interdisciplinary Collaboration of AI-Driven Automated Assessment  (2024)  
- International Conference on Information Technology Based Higher Education and Training
 
 - Semantic search as extractive paraphrase span detection  (2024)  
- Language Resources and Evaluation
 
 - Towards diverse and contextually anchored paraphrase modeling: A dataset and baselines for Finnish  (2023)  
- Natural Language Engineering
 
 - Deep Learning and Film History: Model Explanation Techniques in the Analysis of Temporality in Finnish Fiction Film Metadata  (2022)  
- CEUR Workshop Proceedings
 
 - TallVocabL2Fi: A Tall Dataset of 15 Finnish L2 Learners’ Vocabulary  (2022)  
- LREC Proceedings
 
 - Textual Paraphrase Dataset for Deep Language Modelling  (2022)  European Language Grid: A Language Technology Platform for Multilingual Europe Kanerva Jenna, Ginter Filip, Chang Li-Hsin, Skantsi Valtteri, Kilpeläinen Jemina, Kupari Hanna-Mari, Piirto Aurora, Saarni Jenna, Sevón Maija, Tarkka Otto
 - Towards Automatic Short Answer Assessment for Finnish as a Paraphrase Retrieval Task  (2022)  Proceedings of the 17th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2022) Chang Li-Hsin, Kanerva Jenna, Ginter Filip
 - Towards better structured and less noisy Web data: Oscar with Register annotations  (2022)  
- International Conference on Computational Linguistics
 
 - Deep learning for sentence clustering in essay grading support  (2021)  Proceedings of the 14th International Conference on Educational Data Mining (EDM 2021) Chang Li-Hsin, Rastas Iiro, Pyysalo Sampo, Ginter Filip
 - Fine-grained Named Entity Annotation for Finnish  (2021)  
- Linköping Electronic Conference Proceedings
 
 - Finnish Paraphrase Corpus  (2021)  
- Linköping Electronic Conference Proceedings
 
 - Quantitative Evaluation of Alternative Translations in a Corpus of Highly Dissimilar Finnish Paraphrases  (2021)  Proceedings for the First Workshop on Modelling Translation: Translatology in the Digital Age Chang Li-Hsin, Pyysalo Sampo, Kanerva Jenna, Ginter Filip
 - Towards Bilingually Competent Deep Language Modeling  (2021)  Proceedings of the ESSLLI Student Session 2021: 32nd European Summer School in Logic, Language and Information July 26 - August 13, online Chang Li-Hsin