discourse and dialogue; gesture; human robot interaction; interactive task learning; strategic conversation; symbol grounding.

structured prediction, semantics and syntactic parsing, text generation, language modeling, multilingual learning

Multilingual NLP; ML for language; language grounding; computational typology; few-shot learning; modular NNs.

probabilistic (esp. Bayesian) models of language acquisition, unsupervised learning for NLP, phonetics/phonology, morphology

Knowledge representation and artificial intelligence, knowledge based reasoning and learning, knowledge based natural language understanding and generation

probabilistic models of cognition, parsing, language production, language acquisition, language-vision interface, eyetracking

probabilistic learning for natural language understanding and generation, language grounding, models of vision and language

Natural language processing, machine learning

information retrieval, Social computing, Social media, Data mining, Arabic NLP

Natural language processing and machine learning: relational and graph machine learning, question and query answering, hybrid neuro-symbolic models, compositional generalisation, data-efficient and robust deep learning models.

Computational linguistics, artificial intelligence, formal grammar, spoken intonation, statistical parsing, spoken language processing, animated conversational agents, computational musical analysis

statistical modeling for natural language understanding, syntactic and semantic parsing of natural language, machine learning for NLP, probabilistic models of graph-structured data, multilingual NLP

discourse structure and its applications, question answering, biomedical informatics, domain adaptation