School of Humanities and Sciences
Showing 3,201-3,220 of 5,822 Results
-
Christopher Manning
Thomas M. Siebel Professor of Machine Learning, Professor of Linguistics, of Computer Science and Senior Fellow at the Stanford Institute for Human-Centered AI
BioChristopher Manning is the inaugural Thomas M. Siebel Professor in Machine Learning in the Departments of Linguistics and Computer Science at Stanford University, Director of the Stanford Artificial Intelligence Laboratory (SAIL), and an Associate Director of the Stanford Institute for Human-Centered Artificial Intelligence (HAI). From 2010, Manning pioneered Natural Language Understanding and Inference using Deep Learning, with impactful research on sentiment analysis, paraphrase detection, the GloVe model of word vectors, attention, neural machine translation, question answering, self-supervised model pre-training, tree-recursive neural networks, machine reasoning, dependency parsing, and summarization, work for which he has received two ACL Test of Time Awards and the IEEE John von Neumann Medal (2024). He earlier led the development of empirical, probabilistic approaches to NLP, computational linguistics, and language understanding, defining and building theories and systems for Natural Language Inference, syntactic parsing, machine translation, and multilingual language processing, work for which he won ACL, Coling, EMNLP, and CHI Best Paper Awards. In NLP education, Manning coauthored foundational textbooks on statistical approaches to NLP (Manning and Schütze 1999) and information retrieval (Manning, Raghavan, and Schütze, 2008), and his online CS224N Natural Language Processing with Deep Learning course videos have been watched by hundreds of thousands. In linguistics, Manning is a principal developer of Stanford Dependencies and Universal Dependencies, and has authored monographs on ergativity and complex predicates. He is the founder of the Stanford NLP group (@stanfordnlp) and was an early proponent of open source software in NLP with Stanford CoreNLP and Stanza. He is an ACM Fellow, a AAAI Fellow, and an ACL Fellow, and a Past President of the ACL (2015). Manning has a B.A. (Hons) from The Australian National University, a Ph.D. from Stanford in 1994, and an Honorary Doctorate from U. Amsterdam in 2023. He held faculty positions at Carnegie Mellon University and the University of Sydney before returning to Stanford.
-
Pam Maples
Senior Managing Director, JSK Journalism Fellowships
Current Role at StanfordManaging Director, John S. Knight (JSK) Journalism Fellowships
-
Virginia A. Marchman
Casual - Non-Exempt, Contingent
Staff, PsychologyBioAs a developmental psychologist, my main areas of research are language development, language disorders, and early childhood development. I have worked extensively with parent report measures of early vocabulary, specifically, the MacArthur-Bates Communicative Development Inventories (CDIs). I serve on the CDI Advisory Board, and have worked on many projects including the Web-CDI, the CDI Scoring program, and Wordbank, an open repository of CDI instruments from many different languages. My current studies examine links between children's language processing skill, early learning environments, and individual differences in language development in monolingual and bilingual learners from diverse backgrounds. Our team also explores the importance of environmental stimulation in the Neonatal Intensive Care Unit (NICU), showing that early engagement in developmental care activities (e.g., skin-to-skin care, holding, talking) has important consequences for positive neurological and behavioral outcomes. I am also involved in a large-scale NIH-funded project following infants born preterm from birth to 18 months, examining the neurodevelopmental and environmental influences on development in this at risk population. In addition to conducting studies that have a basic science focus, I have also been Director of Program Evaluation for the Habla Conmigo project, overseeing the evaluation of parenting intervention programs designed to facilitate caregiver engagement in Latina mothers and their young children.
-
Federico Marciano
Ph.D. Student in Economics, admitted Autumn 2023
BioI am a graduate student in economics at Stanford. Prior to joining Stanford, I worked as a Research Professional at Chicago Booth and I earned an MSc in Economics from Tor Vergata University. My research interests are related to asset pricing and macro-finance.
-
Thomas E. Markland
Professor of Chemistry
Current Research and Scholarly InterestsOur research centers on problems at the interface of quantum and statistical mechanics. Particular themes that occur frequently in our research are hydrogen bonding, the interplay between structure and dynamics, systems with multiple time and length-scales and quantum mechanical effects. The applications of our methods are diverse, ranging from chemistry to biology to geology and materials science. Particular current interests include proton and electron transfer in fuel cells and enzymatic systems, atmospheric isotope separation and the control of catalytic chemical reactivity using electric fields.
Treatment of these problems requires a range of analytic techniques as well as molecular mechanics and ab initio simulations. We are particularly interested in developing and applying methods based on the path integral formulation of quantum mechanics to include quantum fluctuations such as zero-point energy and tunneling in the dynamics of liquids and glasses. This formalism, in which a quantum mechanical particle is mapped onto a classical "ring polymer," provides an accurate and physically insightful way to calculate reaction rates, diffusion coefficients and spectra in systems containing light atoms. Our work has already provided intriguing insights in systems ranging from diffusion controlled reactions in liquids to the quantum liquid-glass transition as well as introducing methods to perform path integral calculations at near classical computational cost, expanding our ability to treat large-scale condensed phase systems.
