Michael J. Witbrock

Publication Activity (10 Years)

Years Active: 1989-2019
Publications (10 Years): 11

Top Topics

Text Classification

Knowledge Acquisition

Recurrent Networks

Top Venues

ACM Trans. Inf. Syst.

Publications

Qi Lei, Lingfei Wu, Pin-Yu Chen, Alex Dimakis, Inderjit S. Dhillon, Michael J. Witbrock
Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification. MLSys (2019)
Michael J. Witbrock, Marco Zagha
An Implementation of Back-Propagation Learning on GF11, a Large SIMD Parallel Computer. CoRR (2018)
Wei Han, Shiyu Chang, Ding Liu, Mo Yu, Michael J. Witbrock, Thomas S. Huang
Image Super-Resolution via Dual-State Recurrent Networks. CoRR (2018)
Lingfei Wu, Ian En-Hsu Yen, Kun Xu, Fangli Xu, Avinash Balakrishnan, Pin-Yu Chen, Pradeep Ravikumar, Michael J. Witbrock
Word Mover's Embedding: From Word2Vec to Document Embedding. CoRR (2018)
Lingfei Wu, Ian En-Hsu Yen, Kun Xu, Fangli Xu, Avinash Balakrishnan, Pin-Yu Chen, Pradeep Ravikumar, Michael J. Witbrock
Word Mover's Embedding: From Word2Vec to Document Embedding. EMNLP (2018)
Shiyu Chang, Yang Zhang, Wei Han, Mo Yu, Xiaoxiao Guo, Wei Tan, Xiaodong Cui, Michael J. Witbrock, Mark A. Hasegawa-Johnson, Thomas S. Huang
Dilated Recurrent Neural Networks. NIPS (2017)
Shiyu Chang, Yang Zhang, Wei Han, Mo Yu, Xiaoxiao Guo, Wei Tan, Xiaodong Cui, Michael J. Witbrock, Mark Hasegawa-Johnson, Thomas S. Huang
Dilated Recurrent Neural Networks. CoRR (2017)
Luka Bradesko, Michael J. Witbrock, Janez Starc, Zala Herga, Marko Grobelnik, Dunja Mladenic
Curious Cat-Mobile, Context-Aware Conversational Crowdsourcing Knowledge Acquisition. ACM Trans. Inf. Syst. 35 (4) (2017)
Stefano V. Albrecht, Bruno Bouchard, John S. Brownstein, David L. Buckeridge, Cornelia Caragea, Kevin M. Carter, Adnan Darwiche, Blaz Fortuna, Yannick Francillette, Sébastien Gaboury, C. Lee Giles, Marko Grobelnik, Estevam R. Hruschka Jr., Jeffrey O. Kephart, Parisa Kordjamshidi, Viliam Lisý, Daniele Magazzeni, João Marques-Silva, Pierre Marquis, David R. Martinez, Marek P. Michalowski, Arash Shaban-Nejad, Zeinab Noorian, Enrico Pontelli, Alex Rogers, Stephanie Rosenthal, Dan Roth, Arunesh Sinha, William W. Streilein, Sylvie Thiébaux, Tran Cao Son, Byron C. Wallace, Toby Walsh, Michael J. Witbrock, Jie Zhang
Reports of the 2016 AAAI Workshop Program. AI Mag. 37 (3) (2016)
Luka Bradesko, Janez Starc, Dunja Mladenic, Marko Grobelnik, Michael J. Witbrock
Curious cat conversational crowd based and context aware knowledge acquisition chat bot. IEEE Conf. on Intelligent Systems (2016)
Abhishek Sharma, Michael J. Witbrock, Keith Goolsbey
Controlling Search in Very large Commonsense Knowledge Bases: A Machine Learning Approach. CoRR (2016)
Michael J. Witbrock, Karen Pittman, Jessica Moszkowicz, Andrew Beck, Dave Schneider, Douglas B. Lenat
Cyc and the Big C: Reading that Produces and Uses Hypotheses about Complex Molecular Biology Mechanisms. AAAI Workshop: Scholarly Big Data (2015)
Michael J. Witbrock
Dense Models from Videos: Can YouTube be the Font of All Knowledge Bases? ICMR (2015)
Dave Schneider, Michael J. Witbrock
Semantic Construction Grammar: Bridging the NL / Logic Divide. WWW (Companion Volume) (2015)
Matthias Assel, Alexey Cheptsov, Georgina Gallizo, Irene Celino, Daniele Dell'Aglio, Luka Bradesko, Michael J. Witbrock, Emanuele Della Valle
Large knowledge collider: a service-oriented platform for large-scale semantic reasoning. WIMS (2011)
Douglas B. Lenat, Michael J. Witbrock, David Baxter, Eugene Blackstone, Chris Deaton, Dave Schneider, Jerry Scott, Blake Shepard
Harnessing Cyc to Answer Clinical Researchers' Ad Hoc Queries. AI Mag. 31 (3) (2010)
Jon Curtis, David Baxter, Peter Wagner, John Cabral, Dave Schneider, Michael J. Witbrock
Methods of Rule Acquisition in the TextLearner System. AAAI Spring Symposium: Learning by Reading and Learning to Read (2009)
Rohit Kumar, Carolyn Penstein Rosé, Michael J. Witbrock
Building Conversational Agents with Basilica. HLT-NAACL (Demos) (2009)
Dieter Fensel, Frank van Harmelen, Bo Andersson, Paul Brennan, Hamish Cunningham, Emanuele Della Valle, Florian Fischer, Zhisheng Huang, Atanas Kiryakov, Tony Kyung-il Lee, Lael Schooler, Volker Tresp, Stefan Wesner, Michael J. Witbrock, Ning Zhong
Towards LarKC: A Platform for Web-Scale Reasoning. ICSC (2008)
Michael J. Witbrock
Thinking Big - AI at Web Scale. Web Intelligence (2008)
Matthew E. Taylor, Cynthia Matuszek, Bryan Klimt, Michael J. Witbrock
Autonomous Classification of Knowledge into an Ontology. FLAIRS Conference (2007)
Matthew E. Taylor, Cynthia Matuszek, Pace Reagan Smith, Michael J. Witbrock
Guiding Inference with Policy Search Reinforcement Learning. FLAIRS Conference (2007)
Purvesh Shah, David Schneider, Cynthia Matuszek, Robert C. Kahlert, Bjørn Aldag, David Baxter, John Cabral, Michael J. Witbrock, Jon Curtis
Automated Population of Cyc: Extracting Information about Named-entities from the Web. FLAIRS Conference (2006)
Cynthia Matuszek, John Cabral, Michael J. Witbrock, John DeOliveira
An Introduction to the Syntax and Content of Cyc. AAAI Spring Symposium: Formalizing and Compiling Background Knowledge and Its Applications to Knowledge Representation and Question Answering (2006)
Blake Shepard, Cynthia Matuszek, C. Bruce Fraser, William Wechtenhiser, David Crabbe, Zelal Güngördü, John Jantos, Todd Hughes, Larry Lefkowitz, Michael J. Witbrock, Douglas B. Lenat, Erik Larson
A Knowledge-Based Approach to Network Security: Applying Cyc in the Domain of Network Risk Assessment. AAAI (2005)
John Cabral, Robert C. Kahlert, Cynthia Matuszek, Michael J. Witbrock, Brett Summers
Converting Semantic Meta-knowledge into Inductive Bias. ILP (2005)
Cynthia Matuszek, Michael J. Witbrock, Robert C. Kahlert, John Cabral, David Schneider, Purvesh Shah, Douglas B. Lenat
Searching for Common Sense: Populating Cyc™ from the Web. AAAI (2005)
Larry Birnbaum, Kenneth D. Forbus, Earl J. Wagner, James Baker, Michael J. Witbrock
Analogy, Intelligent IR, and Knowledge Integration for Intelligence Analysis. AAAI Spring Symposium: AI Technologies for Homeland Security (2005)
Michael J. Witbrock, Cynthia Matuszek, Antoine Brusseau, Robert C. Kahlert, C. Bruce Fraser, Douglas B. Lenat
Knowledge Begets Knowledge: Steps towards Assisted Knowledge Acquisition in Cyc. AAAI Spring Symposium: Knowledge Collection from Volunteer Contributors (2005)
Noah S. Friedland, Paul G. Allen, Gavin Matthews, Michael J. Witbrock, David Baxter, Jon Curtis, Blake Shepard, Pierluigi Miraglia, Jürgen Angele, Steffen Staab, Eddie Mönch, Henrik Oppermann, Dirk Wenke, David J. Israel, Vinay K. Chaudhri, Bruce W. Porter, Ken Barker, James Fan, Shaw Yi Chaw, Peter Z. Yeh, Dan Tecuci, Peter Clark
Project Halo: Towards a Digital Aristotle. AI Mag. 25 (4) (2004)
Tom O'Hara, Stefano Bertolo, Michael J. Witbrock, Bjørn Aldag, Jon Curtis, Kathy Panton, Dave Schneider, Nancy Salay
Inferring parts of speech for lexical mappings via the Cyc KB. COLING (2004)
Noah S. Friedland, Paul G. Allen, Michael J. Witbrock, Gavin Matthews, Nancy Salay, Pierluigi Miraglia, Jürgen Angele, Steffen Staab, David J. Israel, Vinay K. Chaudhri, Bruce W. Porter, Ken Barker, Peter Clark
Towards a Quantitative, Platform-Independent Analysis of Knowledge Systems. KR (2004)
Tom O'Hara, Michael J. Witbrock, Bjørn Aldag, Stefano Bertolo, Nancy Salay, Jon Curtis, Kathy Panton
Inducing criteria for lexicalization parts of speech using the Cyc KB. IJCAI (2003)
Michele Banko, Vibhu O. Mittal, Michael J. Witbrock
Headline Generation Based on Statistical Translation. ACL (2000)
Matthew Siegler, Michael J. Witbrock
Improving the suitability of imperfect transcriptions for information retrieval from spoken documents. ICASSP (1999)
Michael J. Witbrock, Vibhu O. Mittal
Ultra-Summarization: A Statistical Approach to Generating Highly Condensed Non-Extractive Summaries (poster abstract). SIGIR (1999)
Michael J. Witbrock, Alexander G. Hauptmann
Speech Recognition for a Digital Video Library. J. Am. Soc. Inf. Sci. 49 (7) (1998)
Alexander G. Hauptmann, Michael J. Witbrock
Story Segmentation and Detection of Commercials in Broadcast News Video. ADL (1998)
Matthew Siegler, Adam L. Berger, Michael J. Witbrock, Alexander G. Hauptmann
Experiments in Spoken Document Retrieval at CMU. TREC (1998)
Alexander G. Hauptmann, Michael J. Witbrock, Michael G. Christel
Artificial Intelligence Techniques in the Interface to a Digital Video Library. CHI Extended Abstracts (1997)
Michael J. Witbrock, Alexander G. Hauptmann
Using Words and Phonetic Strings for Efficient Information Retrieval from Imperfectly Transcribed Spoken Documents. ACM DL (1997)
Matthew Siegler, Michael J. Witbrock, Seán Slattery, Kristie Seymore, R. E. Jones, Alexander G. Hauptmann
Experiments in Spoken Document Retrieval at CMU. TREC (1997)
Alexander G. Hauptmann, Michael J. Witbrock, Michael G. Christel
News-on-Demand: An Application of Informedia® Technology. D Lib Mag. 1 (3) (1995)
Alexander G. Hauptmann, Michael J. Witbrock, Alexander I. Rudnicky
Speech for Multimedia Information Retrieval. ACM Symposium on User Interface Software and Technology (1995)
Michael J. Witbrock, Marco Zagha
An implementation of backpropagation learning on GF11, a large SIMD parallel computer. Parallel Comput. 14 (3) (1990)
Michael A. Franzini, Michael J. Witbrock, Kai-Fu Lee
A connectionist approach to continuous speech recognition. ICASSP (1989)