Find UC Berkeley Faculty

unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction

natural language processing, machine learning

theory, algorithms, streaming algorithms, dimensionality reduction, randomized algorithms, machine learning, privacy

artificial intelligence, natural language processing, machine learning, computer vision, computational linguistics

program analysis, program synthesis, database application performance, big systems, big data, database management, database management systems, database design and construction, programming languages and compilers, programming languages

natural language processing, machine learning, digital humanities, computational social science, data science

combinatorial optimization, design and analysis of algorithms

computationally efficient machine learning and deep learning, AI