Projects
Multilingual Natural Language Processing KU Leuven
Multilingual Natural Language Processing KU Leuven
Multilingual NLP is booming. This is due in no small part to language models trained on large amounts of multilingual data (such as mBERT and XLM-R) which have been found to have surprising cross-lingual transfer capabilities. The success of these models has limitations however: multiple works have shown that cross-lingual transfer works best between typologically related languages. This means that many languages are still left behind: ...
PhD position in multilingual Natural Language Processing KU Leuven
The position is in the Human Computer Interaction research unit within the department of Computer Science. The field of multilingual NLP is booming. This is due in no small part to large multilingual pretrained language models such as mBERT and XLM-R which have been found to have surprising cross-lingual transfer capabilities. The success of these models has limitations however: multiple works have shown that cross-lingual transfer works best ...
ChatBot Design based on (NLP) Natural Language Processing Of Big Data Hasselt University
Authorship verification for the anonymous articles in Bruno Bauer's Allgemeine Literatur-Zeitung. Integrating natural language processing results in the available stylistic, thematic and contextual analyses University of Antwerp
Design and analysis of multilingual-learning based models for advanced natural language understanding applications Ghent University
My PhD project will leverage the adaptive power of meta-learning algorithms to realize more efficient multilingual-learning for advanced NLP tasks. I will particularly focus on the task of coreference resolution to keep the scope manageable.
Measuring cognitive activity via EEG and eye tracking during language processing Ghent University
The psycholinguistic nature of many research lines in linguistics, translation, and experimental psychology requires systems that measure the cognitive processes underlying the use of (multiple) languages. Such equipment is very valuable and much on demand, as is clear from the number of researchers that would like to employ the combination of EEG and eye tracking. Various research goals are envisaged, such as the creation of freely available ...
Addressing Limitations of Language Models KU Leuven
Addressing Limitations of Language Models
Applications that automatically process language and/or speech are numerous, including, but not limited to: Automatic Speech Recognition (ASR), Machine Translation, Speech Translation, Spelling Correction, Natural Language Understanding and Natural Language Generation. Every application typically needs a special-purpose system and datasets with task-specific labels, but there is one common ...