2013
Automated Text Mining for Requirements Analysis of Policy Documents.
Proceedings of IEEE International Requirements Engineering Conference (RE 2013).
Phonological Factors in Social Media Writing
Proceedings of NAACL Workshop on Language Analysis in Social Media. [pdf]
What to do About Bad Language on the Internet
Proceedings of NAACL. [pdf]
Discourse Connectors for Latent Subjectivity in Sentiment Analysis
Proceedings of NAACL. [pdf]
2012
Gender in Twitter: Styles, Stances, and Social Networks
In review. Draft 10/16/12: [arXiv] (Our submission version is now very different from the arXiv paper. Please ask for a draft if you are interested.)
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. [html] [pdf] [dspace]
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.