Oakes Faculty Fellows
The Oakes College faculty represents a wealth of expertise from the natural sciences to the humanities, and we are proud to have some of the top scholars in the world among our faculty. Our students major in nearly every discipline at UCSC—from economics and computer science, to theater arts and Latin American and Latino studies—and they are well supported by the depth and breadth of the Oakes College faculty and the extensive knowledge of our advising team.
TBA is Oakes's faculty chair!
The Chair of the Faculty is an Academic Senate member, other than the Provost, who is elected by the college Faculty to serve a two year term, and will serve as a member of the Executive Committee.
- Title
- Professor Emerita
- Division Baskin School of Engineering
- Department
- Computer Science and Engineering
- Phone 831-459-1058
- Website
- Office Location
- Jack Baskin Engineering Building, N/A
- Engineering 2, Room 267
- Office Hours By appointment
- Mail Stop SOE3
- Faculty Areas of Expertise Natural Language Processing and Computational Linguistics, Machine Learning, Computer Science, Linguistics
Research Interests
- Conversational agents
- Social media analytics
- Computational models of dialogue
- Interactive story and narrative generation
- Acquiring causal knowledge from blogs
- Natural language processing
Biography, Education and Training
- Marilyn Walker, is a Professor of Computer Science at UC Santa Cruz, and a fellow of the Association for Computational Linguistics (ACL), in recognition of her for fundamental contributions to statistical methods for dialog optimization, to centering theory, and to expressive generation for dialog. She is the Founder and Director of the Natural Language Processing Professional M.S. Program at UCSC Silicon Valley. Her current research includes work on computational models of dialogue interaction and conversational agents, analysis of affect, sarcasm and other social phenomena in social media dialogue, acquiring causal knowledge from text, conversational summarization, and statistical methods for training the dialogue manager and the language generation engine for dialogue systems. Before coming to Santa Cruz in 2009, Walker was a professor of computer science at the University of Sheffield. From 1996 to 2003, she was a principal member of the research staff at AT&T Bell Labs and AT&T Research, where she worked on the AT&T Communicator project, developing a new architecture for spoken dialogue systems and statistical methods for dialogue management and generation. Walker has published more than 200 papers and has 10 U.S. patents granted or pending. She earned a B.A. in Computer and information science at UC Santa Cruz, an M.S. in Computer Science at Stanford University, and an M.A. in linguistics and Ph.D. in Computer and Information Science at the University of Pennsylvania.
Selected Publications
- Controlling User Perceptions of Linguistic Style: Trainable Generation of Personality Traits. François Mairesse and Marilyn Walker. Computational Linguistics, 2011.
- An Application of Reinforcement Learning to Dialogue Strategy Selection in a Spoken Dialogue System for Email. Marilyn Walker. Journal of Artificial Intelligence Research, JAIR, Vol 12., pp. 387-416, 2000.
- Towards Personality-Based User Adaptation: Psychologically Informed Stylistic Language Generation. François Mairesse and Marilyn Walker. User Modeling and User-Adapted Interaction, 20:3, pages 227-278, 2010.
- An Unsupervised Method for Learning Generation Dictionaries for Spoken Dialogue Systems by Mining User Reviews. Ryuichiro Higashinaka, Marilyn Walker and Rashmi Prasad. Journal of ACM Transactions on Speech and Language Processing, 2007.
- Learning Content Selection Rules for Generating Object Descriptions in Dialogue. Pam Jordan and Marilyn Walker. In Journal of Artificial Intelligence Research, Vol 24, pp. 157-194, 2005.