Michal Štefánik
University of Helsinki(FI)Masaryk University(CZ)
Publications by Year
Research Areas
Natural Language Processing Techniques, Topic Modeling, Mathematics, Computing, and Information Processing, Multimodal Machine Learning Applications, Text Readability and Simplification
Most-Cited Works
- → Applications of deep language models for reflective writings(2022)14 cited
- → Text classification with word embedding regularization and soft\n similarity measure(2020)7 cited
- → One Size Does Not Fit All: Finding the Optimal Subword Sizes for FastText Models across Languages(2021)6 cited
- → When FastText Pays Attention: Efficient Estimation of Word Representations using Constrained Positional Weighting(2022)6 cited
- → Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems(2023)4 cited
- → Regressive Ensemble for Machine Translation Quality Evaluation(2021)4 cited
- Quo Vadis, Math Information Retrieval(2019)
- → Adaptor: Objective-Centric Adaptation Framework for Language Models(2022)4 cited
- Three is Better than One: Ensembling Math Information Retrieval Systems(2020)
- → Resources and Few-shot Learners for In-context Learning in Slavic Languages(2023)3 cited