Kernel Least Squares Transformations for Cross-lingual Semantic Spaces
Adam Mištera and Tomáš BrychcínText, Speech, and Dialogue (2024)
Semantic Analysis | Language Modeling | Neural Networks
Language Modeling
Language models are crucial for many tasks in NLP. The goal of a language model is to estimate the probability of a given word sequence. Automatic speech recognition, optical character recognition, machine translation, and other areas heavily depend on the performance of the underlying language model.
Publications
Czech medical coding assistant based on transformer networks
Ladislav Lenc and Jiří Martínek and Josef Baloun and Pavel Přibáň and Martin Prantl and Stephen Taylor and Pavel KrálComputers in Biology and Medicine (2024)
Language Modeling | Document Classification | Neural Networks
Towards Automatic Medical Report Classification in Czech
Pavel Přibáň and Josef Baloun and Jiří Martínek and Ladislav Lenc and Pavel Král15th International Conference on Agents and Artificial Intelligence (ICAART 2023) (2023)
Language Modeling | Document Classification | Neural Networks
MQDD: Pre-training of Multimodal Question Duplicity Detection for Software Engineering Domain
Jan Pašek and Jakub Sido and Miloslav Konopík and Ondřej PražákRANLP (2022)
Language Modeling | Neural Networks
Evaluating Attribution Methods for Explainable NLP with Transformers
Vojtěch Bartička and Ondřej Pražák and Miloslav Konopík and Jakub SidoTSD (2022)
Language Modeling | Neural Networks
Weak supervision for Question Type Detection with large language models
Jiří Martínek and Christophe Cerisara and Pavel Král and Ladislav Lenc and Josef BalounInterspeech (2022)
Language Modeling | Dialogue Act Recognition | Neural Networks
Latent Tree Language Model
Tomáš BrychcínProceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (2016)
Semantic Analysis | Language Modeling
HPS: High precision stemmer
Tomáš Brychcín and Miloslav KonopíkInformation Processing & Management (2015)
Semantic Analysis | Language Modeling
Semantic Features for Dialogue Act Recognition
Pavel Král and Ladislav Lenc and Christophe Cerisara3rd International Conference on Statistical Language and Speech Processing (SLSP 2015) (2015)
Semantic Analysis | Language Modeling
Latent semantics in language models
Tomáš Brychcín and Miloslav KonopíkComputer Speech & Language (2015)
Semantic Analysis | Language Modeling
Semantic spaces for improving language modeling
Tomáš Brychcín and Miloslav KonopíkComputer Speech & Language (2014)
Semantic Analysis | Language Modeling
Automatic dialogue act recognition with syntactic features
Pavel Král and Christophe CerisaraLanguage Resources and Evaluation (2014)
Semantic Analysis | Language Modeling
Morphological Based Language Models for Inflectional Languages
Tomáš Brychcín and Miloslav KonopíkProceedings of IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems (2011)
Language Modeling
