text mining, clinical natural language processing, digitial humanities, geoparsing

discourse and dialogue; vision and language processing; human robot interaction; interactive task learning; symbol grounding

NLP for social media & social science. Fact-checking, misinformation. Abusive language, content moderation. Bias, ethics, fairness

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

Modular deep learning, efficient architectures, large language models, computational typology, multilingual NLP.

reasoning, understanding implicit meaning, improving reasoning in real-world texts (dialogues, argumentation, text-based games)

cognitive models of language acquisition and processing, variation in speech and language, phonetics/phonology, morphology

information retrieval, conversational systems, natural language processing

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

Natural language processing, language and vision, computational narrative

NLP for healthcare and education; Large Language Models and Prediction Tasks; Low Resource Language Modeling; Fairness and Ethical Reasoning in NLP

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

Natural language processing machine learning; fairness, accountability, transparency, and ethics

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

Natural language processing and machine learning -- large foundation models, relational/graph machine learning, hybrid neuro-symbolic models, robust and trustworthy machine learning models.

Explainable and Interpretable ML, Bayesian program learning, Vision and Language, Probabilistic programming, Neuro-symbolic systems, Approximate inference, Human-machine interaction, Multimodal perception

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

Computational Social Science, Social Media, Coordinated Campaigns, Misinformation, Polarization

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

ML for interative theorem proving, automated reasoning, neuro-symbolic methods, AI for Math