2014

Gender Identity and Lexical Variation in Social Media.

David Bamman, Jacob Eisenstein, and Tyler Schnoebelen.

Journal of Sociolinguistics (April 2014). [submission pdf] [online (paywalled)]. Please contact me for a PDF of the final version.

POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process.

Kairit Sirts, Jacob Eisenstein, Micha Elsner, and Sharon Goldwater.

Proceedings of ACL (short papers). [pdf]

Modeling Factuality Judgments in Social Media Text.

Sandeep Soni, Tanushree Mitra, Eric Gilbert, and Jacob Eisenstein.

Proceedings of ACL (short papers). [pdf] [data]

Fast Easy Unsupervised Domain Adaptation with Marginalized Structured Dropout.

Yi Yang and Jacob Eisenstein.

Proceedings of ACL (short papers). [pdf] [code]

Linguistic Style-Shifting in Online Social Media.

Umashanthi Pavalanathan and Jacob Eisenstein.

Presentation at the ACL Joint Workshop on Social Dynamics and Personal Attributes. [Please contact me for a paper draft.]

Mining Themes and Interests in the Asperger’s and Autism Community.

Yangfeng Ji, Hwajung Hong, Rosa Arriaga, Agata Rozga, Gregory Abowd and Jacob Eisenstein.

Proceedings of ACL Workshop on Computational Linguistics and Clinical Psychology. [pdf]

Representation Learning for Text-level Discourse Parsing.

Yangfeng Ji and Jacob Eisenstein.

Proceedings of ACL. [pdf]

Exploratory Thematic Analysis for Historical Newspaper Archives.

Jacob Eisenstein, Iris Sun, and Lauren F. Klein

Proceedings of Digital Humanities. [Please contact me for a draft.]

2013

Discriminative Improvements to Distributional Sentence Similarity.

Yangfeng Ji and Jacob Eisenstein.

Proceedings of EMNLP. [pdf] [code]

A Log-Linear Model for Unsupervised Text Normalization.

Yi Yang and Jacob Eisenstein.

Proceedings of EMNLP. [pdf] [data (modifications of LexNorm from Han and Baldwin 2011)] [slides] [code]

Automated Text Mining for Requirements Analysis of Policy Documents.

Aaron Massey, Jacob Eisenstein, Annie Anton, and Peter Swire.

Proceedings of IEEE International Requirements Engineering Conference (RE 2013). [pdf]

Phonological Factors in Social Media Writing

Jacob Eisenstein

Proceedings of NAACL Workshop on Language Analysis in Social Media. [pdf]

What to do About Bad Language on the Internet

Jacob Eisenstein

Proceedings of NAACL. [pdf]

Discourse Connectors for Latent Subjectivity in Sentiment Analysis

Rakshit Trivedi and Jacob Eisenstein

Proceedings of NAACL. [pdf]

2012

Gender in Twitter: Styles, Stances, and Social Networks

David Bamman, Jacob Eisenstein, and Tyler Schnoebelen

In review. Draft 10/16/12: [arXiv] (Superceded by the 2014 paper "Gender Identity and Lexical Variation in Social Media" in JoS)

Bootstrapping a Unified Model of Lexical and Phonetic Acquisition

Micha Elsner, Sharon Goldwater, Jacob Eisenstein

Proceedings of ACL. [pdf]

Document Hierarchies from Text and Links

Qirong Ho, Jacob Eisenstein, Eric P. Xing

Proceedings of WWW. [pdf]

TopicViz: Semantic Navigation of Document Collections

Jacob Eisenstein, Duen Horng "Polo" Chau, Aniket Kittur, Eric P. Xing

CHI Work-in-Progress Paper (Supplemental Proceedings). [pdf] [2011 arXiv tech report] [mp4 of 2011 system]

2011

Sparse Additive Generative Models of Text

Jacob Eisenstein, Amr Ahmed and Eric P. Xing

Proceedings of ICML. [pdf] [code][slides]

Discovering Sociolinguistic Associations with Structured Sparsity

Jacob Eisenstein, Noah A. Smith and Eric P. Xing

Proceedings of ACL. [pdf] [data] [code]

Part-of-speech tagging for Twitter: Annotation, Features, and Experiments

Kevin Gimpel, Nathan Schneider, Brendan O'Connor, Dipanjan Das, Daniel Mills, Jacob Eisenstein, Michael Heilman, Dani Yogatama, Jeffrey Flanigan and Noah A. Smith

Proceedings of ACL. [pdf]

The Online Infinite Topic-Cluster Model: Storylines from Streaming Text

Amr Ahmed, Qirong Ho, Jacob Eisenstein, Eric Xing, Alexander Smola, Choon Hui Teo

Proceedings of AIStats.

Unified Analysis of Streaming News

Amr Ahmed, Qirong Ho, Jacob Eisenstein, Eric Xing, Alexander Smola, Choon Hui Teo

Proceedings of WWW. [pdf]

Structured Databases of Named Entities from Bayesian Nonparametrics

Jacob Eisenstein, Tae Yano, William W. Cohen, Noah A. Smith, and Eric P. Xing

Proceedings of EMNLP Workshop on Unsupervised Learning in NLP. [pdf]

2010

A Latent Variable Model of Geographical Lexical Variation

Jacob Eisenstein, Brendan O'Connor, Noah Smith, Eric P. Xing

Proceedings of EMNLP. [pdf] [ps] [slides of LSA presentation] [appendix]

Social Links from Latent Topics in Microblogs

Kriti Puniyani, Jacob Eisenstein, Shay Cohen, and Eric P. Xing

NAACL Workshop on Social Media. [www] Best presentation award.

A Mixture Model of Demographic Language Variation

Brendan O'Connor and Jacob Eisenstein and Eric P. Xing and Noah A. Smith

Proceedings of NIPS Workshop on Machine Learning for Social Computing [pdf][data]

2009

Multilingual Part-of-Speech Tagging: Two Unsupervised Approaches

Tahira Naseem, Ben Snyder, Jacob Eisenstein, Regina Barzilay

Journal of Artificial Intelligence Research. [html]

Reading to Learn: Constructing Features from Semantic Abstracts

Jacob Eisenstein, James Clarke, Dan Goldwasser, Dan Roth

Proceedings of EMNLP. [pdf]

Learning Document-level Semantic Properties from Free-text Annotations

S. R. K. Branavan, Harr Chen, Jacob Eisenstein, Regina Barzilay

Journal of Artificial Intelligence Research. [html]

Hierarchical Text Segmentation from Multi-Scale Lexical Cohesion

Jacob Eisenstein

Proceedings of NAACL. [pdf] [corrected code]

Adding More Languages Improves Unsupervised Multilingual Tagging

Benjamin Snyder, Tahira Naseem, Jacob Eisenstein, Regina Barzilay

Proceedings of NAACL. [pdf]

2008

Unsupervised Multilingual Learning for POS Tagging

Benjamin Snyder, Tahira Naseem, Jacob Eisenstein, Regina Barzilay

Proceedings of EMNLP. [pdf]

Gesture in Automatic Discourse Processing

Jacob Eisenstein

Doctoral Thesis, Massachusetts Institute of Technology. [html] [pdf] [dspace]

Learning document-level semantic properties from free-text annotations

S. R. K. Branavan, Harr Chen, Jacob Eisenstein, Regina Barzilay

Proceedings of ACL. [pdf] [code]

Gestural Cohesion for Discourse Segmentation

Jacob Eisenstein, Regina Barzilay, Randall Davis

Proceedings of ACL. [pdf]

Discourse Topic and Gestural Form

Jacob Eisenstein, Regina Barzilay, Randall Davis

Proceedings of AAAI. [pdf]

Modeling Gesture Salience as a Hidden Variable for Coreference Resolution and Keyframe Extraction

Jacob Eisenstein, Regina Barzilay, Randall Davis

Journal of Artificial Intelligence Research. [code] [html]

Bayesian Unsupervised Topic Segmentation

Jacob Eisenstein, Regina Barzilay

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)

Jacob Eisenstein

Gesture. John Benjamin. [pdf]

Turning Lectures into Comic Books with Linguistically Salient Gestures

Jacob Eisenstein, Regina Barzilay, Randall Davis

Proceedings of AAAI. [pdf]

Conditional Modality Fusion for Coreference Resolution

Jacob Eisenstein, Randall Davis

Proceedings of ACL. [pdf]

2006

Interacting With Communication Appliances: An evaluation of two computer vision-based selection techniques

Jacob Eisenstein, Wendy Mackay

Proceedings of CHI. [pdf]

Natural gesture in descriptive monologues

Jacob Eisenstein, Randall Davis

ACM SIGGRAPH 2006 Courses.

Gesture Improves Coreference Resolution

Jacob Eisenstein, Randall Davis

Proceedings of HLT-NAACL, Companion Volume: Short Papers. [pdf]

Gesture Features for Coreference Resolution

Jacob Eisenstein, Randall Davis

Proceedings of Multimodal Interaction and Related Machine Learning Algorithms (MLMI). [pdf]

2005

Evolving Robocode Tank Fighters

Jacob Eisenstein

MIT AI Memo AIM-2003-023. [pdf]

Gestural Features for Sentence Segmentation

Jacob Eisenstein, Randall Davis

Proceedings of 6th European Gesture Workshop (GW2005). [pdf]

Gestural Cues for Sentence Segmentation

Jacob Eisenstein, Randall Davis

MIT AI Memo AIM-2005-014. [pdf]

2004

Building the Design Studio of the Future

Aaron Adler, Jacob Eisenstein, Michael Oltmans, Lisa Guttentag, Randall Davis

Proceedings of AAAI Workshop on Making Pen-Based Interaction Intelligent and Natural. [pdf]

A Trimodal Dialogue Corpus: Speech, Gesture, and Sketching

Jacob Eisenstein, Aaron Adler, Lisa Guttentag

Proceedings of CSAIL Student Workshop. [pdf]

A Salience-Based Approach to Gesture-Speech Alignment

Jacob Eisenstein, C. Mario Christoudias

Proceedings of HLT-NAACL. [pdf]

Visual and Linguistic Information in Gesture Classification

Jacob Eisenstein, Randall Davis

Proceedings of ICMI. [pdf]

2003

Device Independence and Extensibility in Gesture Recognition

Jacob Eisenstein, S. Ghandeharizadeh, L. Golubchik, C. Shahabi, D. Yan, R. Zimmermann

Proceedings of IEEE Virtual Reality. [pdf]

Multimodal Alignment by Optimization

Jacob Eisenstein, Chris Mario Christoudias

Proceedings of MIT CSAIL Student Oxygen Workshop. [pdf]

Natural Gesture in Descriptive Monologues

Jacob Eisenstein, Randall Davis

UIST'03 Supplemental Proceedings.

Developing a Multiple User Interface Framework for Industry

Angel Puerta, Jacob Eisenstein

Multiple User Interfaces: Engineering and Application Frameworks. John Wiley and Sons. [pdf]

2002

Model-Based Approaches to Reengineering Web Pages

Laurent Bouillon, Jean Vanderdonckt, Jacob Eisenstein

Proceedings of Task Model and Diagrams for User Interface design (TAMODIA). [pdf]

Agents and GUIs from Task Models

Jacob Eisenstein, Charles Rich

Proceedings of Intelligent User Interfaces (IUI). [pdf]

XIML:A Universal Language for User Interfaces

Angel Puerta, Jacob Eisenstein

Proceedings of Intelligent User Interfaces (IUI). [pdf]

A GUI Editor that Generates Tutoring Agents

Jacob Eisenstein, Charles Rich

Proceedings of Intelligent User Interfaces (IUI). [pdf]

2001

Alternative Representations and Abstractions for Moving Sensors Databases

Jacob Eisenstein, Shahram Ghandeharizadeh, Cyrus Shahabi, Gautum Shanbhag, Roger Zimmermann

Proceedings of Conference on Information and Knowledge Management (CIKM). [pdf]

Modeling Preference for Adaptive User Interfaces

Jacob Eisenstein

Proceedings of Universal Access in Human-Computer Interaction. [doc]

Analysis of Clustering Techniques to Detect Hand Signs

J. Eisenstein, S. Ghandeharizadeh, L. Huang, C. Shahabi, G. Shanbhag, R. Zimmermann

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

Jacob Eisenstein, Jean Vanderdonckt, Angel R. Puerta

Proceedings of Intelligent User Interfaces (IUI). [pdf]

An Immersive User-Interface for Sound Spatialization

Jacob Eisenstein

Integrated Media Systems Center Student Conference. Best Presentation Award.

A Representational Basis for User-Interface Transformations

Angel Puerta, Jacob Eisenstein

CHI Workshop on Transforming the UI for Anyone, Anywhere. [doc]

2000

Adapting to Mobile Contexts with User-Interface Modeling

J. Eisenstein, J. Vanderdoncki, A. Puerta

Proceedings of IEEE Workshop on Mobile Computing Systems and Applications. [pdf]

Adaptation in automated user-interface design

Jacob Eisenstein, Angel R. Puerta

Proceedings of Intelligent User Interfaces (IUI). [pdf]

1999

Learning Design Guidelines by Theory Refinement

Jacob Eisenstein

Proceedings of AAAI.

Computers, Creativity, Kuhn: The Philosophy of Science and Artistic Machines

Jacob Eisenstein

Undergraduate Honors Thesis, Stanford University Department of Philosophy.

Towards a General Computational Framework for Model-Based Interface Development Systems

Angel Puerta, Jacob Eisenstein

Knowledge-Based Systems.

Towards a General Computational Framework for Model-Based Interface Development Systems

Angel R. Puerta, Jacob Eisenstein

Proceedings of Intelligent User Interfaces (IUI). [pdf]

1998

TIMM: Exploring Task-Interface Links in MOBI-D

Jacob Eisenstein, Angel Puerta

CHI98 Workshop on From Task to Dialogue: Task-Based User Interface Design. [pdf]

Interactively Mapping Task Models to Interfaces in MOBI-D

A. Puerta, J. Eisenstein

Proceedings of Design, Specification and Verification of Interactive Systems. [pdf]

1997

Genetic Algorithms and Incremental Learning

Jacob Eisenstein

Genetic Algorithms and Genetic Programming at Stanford. Stanford University Press.