2012
Bootstrapping a Unified Model of Lexical and Phonetic Acquisition
Proceedings of ACL. [pdf]
Document Hierarchies from Text and Links
Proceedings of WWW. [pdf]
TopicViz: Semantic Navigation of Document Collections
CHI Work-in-Progress Paper (Supplemental Proceedings). [pdf] [2011 arXiv tech report] [mp4 of 2011 system]
2011
Sparse Additive Generative Models of Text
Discovering Sociolinguistic Associations with Structured Sparsity
Part-of-speech tagging for Twitter: Annotation, Features, and Experiments
Proceedings of ACL. [pdf]
The Online Infinite Topic-Cluster Model: Storylines from Streaming Text
Proceedings of AIStats.
Unified Analysis of Streaming News
Proceedings of WWW. [pdf]
Structured Databases of Named Entities from Bayesian Nonparametrics
Proceedings of EMNLP Workshop on Unsupervised Learning in NLP. [pdf]
2010
A Latent Variable Model of Geographical Lexical Variation
Proceedings of EMNLP. [pdf] [ps] [slides of LSA presentation] [appendix]
Social Links from Latent Topics in Microblogs
NAACL Workshop on Social Media. [www] Best presentation award.
A Mixture Model of Demographic Language Variation
Proceedings of NIPS Workshop on Machine Learning for Social Computing [pdf][data]
2009
Multilingual Part-of-Speech Tagging: Two Unsupervised Approaches
Journal of Artificial Intelligence Research. [html]
Reading to Learn: Constructing Features from Semantic Abstracts
Proceedings of EMNLP. [pdf]
Learning Document-level Semantic Properties from Free-text Annotations
Journal of Artificial Intelligence Research. [html]
Hierarchical Text Segmentation from Multi-Scale Lexical Cohesion
Proceedings of NAACL. [pdf] [corrected code]
Adding More Languages Improves Unsupervised Multilingual Tagging
Proceedings of NAACL. [pdf]
2008
Unsupervised Multilingual Learning for POS Tagging
Proceedings of EMNLP. [pdf]
Gesture in Automatic Discourse Processing
Doctoral Thesis, Massachusetts Institute of Technology. [pdf] [html]
Learning document-level semantic properties from free-text annotations
Proceedings of ACL. [pdf] [code]
Gestural Cohesion for Discourse Segmentation
Proceedings of ACL. [pdf]
Discourse Topic and Gestural Form
Proceedings of AAAI. [pdf]
Modeling Gesture Salience as a Hidden Variable for Coreference Resolution and Keyframe Extraction
Journal of Artificial Intelligence Research. [code] [html]
Bayesian Unsupervised Topic Segmentation
Proceedings of EMNLP. [pdf] [code]
2007
Book Review: Gesture in Human Computer Interaction and Simulation (edited by Sylvie Gibet, Nicolas Courty and Jean-Francois Kamp)
Gesture. John Benjamin. [pdf]
Turning Lectures into Comic Books with Linguistically Salient Gestures
Proceedings of AAAI. [pdf]
Conditional Modality Fusion for Coreference Resolution
Proceedings of ACL. [pdf]
2006
Interacting With Communication Appliances: An evaluation of two computer vision-based selection techniques
Proceedings of CHI. [pdf]
Natural gesture in descriptive monologues
ACM SIGGRAPH 2006 Courses.
Gesture Improves Coreference Resolution
Proceedings of HLT-NAACL, Companion Volume: Short Papers. [pdf]
Gesture Features for Coreference Resolution
Proceedings of Multimodal Interaction and Related Machine Learning Algorithms (MLMI). [pdf]
2005
Evolving Robocode Tank Fighters
MIT AI Memo AIM-2003-023. [pdf]
Gestural Features for Sentence Segmentation
Proceedings of 6th European Gesture Workshop (GW2005). [pdf]
Gestural Cues for Sentence Segmentation
MIT AI Memo AIM-2005-014. [pdf]
2004
Building the Design Studio of the Future
Proceedings of AAAI Workshop on Making Pen-Based Interaction Intelligent and Natural. [pdf]
A Trimodal Dialogue Corpus: Speech, Gesture, and Sketching
Proceedings of CSAIL Student Workshop. [pdf]
A Salience-Based Approach to Gesture-Speech Alignment
Proceedings of HLT-NAACL. [pdf]
Visual and Linguistic Information in Gesture Classification
Proceedings of ICMI. [pdf]
2003
Device Independence and Extensibility in Gesture Recognition
Proceedings of IEEE Virtual Reality. [pdf]
Multimodal Alignment by Optimization
Proceedings of MIT CSAIL Student Oxygen Workshop. [pdf]
Natural Gesture in Descriptive Monologues
UIST'03 Supplemental Proceedings.
Developing a Multiple User Interface Framework for Industry
Multiple User Interfaces: Engineering and Application Frameworks. John Wiley and Sons. [pdf]
2002
Model-Based Approaches to Reengineering Web Pages
Proceedings of Task Model and Diagrams for User Interface design (TAMODIA). [pdf]
Agents and GUIs from Task Models
Proceedings of Intelligent User Interfaces (IUI). [pdf]
XIML:A Universal Language for User Interfaces
Proceedings of Intelligent User Interfaces (IUI). [pdf]
A GUI Editor that Generates Tutoring Agents
Proceedings of Intelligent User Interfaces (IUI). [pdf]
2001
Alternative Representations and Abstractions for Moving Sensors Databases
Proceedings of Conference on Information and Knowledge Management (CIKM). [pdf]
Modeling Preference for Adaptive User Interfaces
Proceedings of Universal Access in Human-Computer Interaction. [doc]
Analysis of Clustering Techniques to Detect Hand Signs
Proceedings of the International Symposium on Intelligent Multimedia, Video and Speech Processing. [pdf]
Applying model-based techniques to the development of UIs for mobile computers
Proceedings of Intelligent User Interfaces (IUI). [pdf]
An Immersive User-Interface for Sound Spatialization
Integrated Media Systems Center Student Conference. Best Presentation Award.
A Representational Basis for User-Interface Transformations
CHI Workshop on Transforming the UI for Anyone, Anywhere. [doc]
2000
Adapting to Mobile Contexts with User-Interface Modeling
Proceedings of IEEE Workshop on Mobile Computing Systems and Applications. [pdf]
Adaptation in automated user-interface design
Proceedings of Intelligent User Interfaces (IUI). [pdf]
1999
Learning Design Guidelines by Theory Refinement
Proceedings of AAAI.
Computers, Creativity, Kuhn: The Philosophy of Science and Artistic Machines
Undergraduate Honors Thesis, Stanford University Department of Philosophy.
Towards a General Computational Framework for Model-Based Interface Development Systems
Knowledge-Based Systems.
Towards a General Computational Framework for Model-Based Interface Development Systems
Proceedings of Intelligent User Interfaces (IUI). [pdf]
1998
TIMM: Exploring Task-Interface Links in MOBI-D
CHI98 Workshop on From Task to Dialogue: Task-Based User Interface Design. [pdf]
Interactively Mapping Task Models to Interfaces in MOBI-D
Proceedings of Design, Specification and Verification of Interactive Systems. [pdf]
1997
Genetic Algorithms and Incremental Learning
Genetic Algorithms and Genetic Programming at Stanford. Stanford University Press.