Dialogue grammar induction MARK SNAITH Centre for Argument Technology, University of Dundee, UK CHRIS REED Centre for Argument Technology, University of Dundee, UK

Source URL: www.arg.dundee.ac.uk

Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction Valentin I. Spitkovsky Hiyan Alshawi

Source URL: aclweb.org

Grammatical Inference and Machine Learning Approaches to Post-Hoc LangSec Sheridan S. Curley Dr. Richard E. Harang

Source URL: spw16.langsec.org

• Formal languages
• Cognitive science
• Academia
• Cognition
• Language identification in the limit
• Grammar induction
• Recurrent neural network
• Algorithmic learning theory
• Context-free grammar
• Regular language
• Context-free language
• Formal grammar

UNCLASSIFIED Grammatical Inference and Machine Learning Approaches to Post-Hoc LangSec Sheridan Curley and & Dr. Richard Harang (ARL)

Source URL: spw16.langsec.org

• Formal languages
• Philosophy
• Cognitive science
• Grammar
• Linguistics
• Natural language processing
• Syntax
• Compiler construction
• Grammar induction
• Chomsky hierarchy
• Formal grammar
• Noam Chomsky

CS 150 Lecture Slides Motivation • Automata = abstract computing devices • Turing studied Turing Machines (= computers) before there were any real computers • We will also look at simpler devices than

Source URL: www.cs.ucr.edu

• Formal languages
• Combinatorics
• Mathematics
• Discrete mathematics
• Alphabet
• String
• Finite-state machine
• Structure
• Regular expression
• Induction of regular languages
• Indexed grammar

Automated Induction of Sense in Context James PUSTEJOVSKY, Patrick HANKS, Anna RUMSHISKY Brandeis University Waltham, MA 02454, USA {jamesp,patrick,arum}@cs.brandeis.edu

Source URL: www.patrickhanks.com

• Semantics
• Computational linguistics
• Natural language processing
• Lexical semantics
• Grammar
• Word-sense disambiguation
• FrameNet
• Generative lexicon
• SemEval
• Word-sense induction
• Pattern grammar
• Argument

Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction Shay B. Cohen and Noah A. Smith Language Technologies Institute School of Computer Science Carnegie Mellon University

Source URL: homes.cs.washington.edu

• Probability distributions
• Variational Bayesian methods
• Dirichlet distribution
• Expectationmaximization algorithm
• Gamma distribution
• Latent Dirichlet allocation
• Multinomial distribution
• Normal distribution
• Bayesian network
• Dirichlet process
• Mixture model
• Exponential family

Unsupervised Multilingual Grammar Induction Benjamin Snyder, Tahira Naseem, and Regina Barzilay Computer Science and Artificial Intelligence Laboratory Massachusetts Institute of Technology {bsnyder, tahira, regina}@csai

Source URL: pages.cs.wisc.edu

Unsupervised Multilingual Grammar Induction Benjamin Snyder Tahira Naseem Regina Barzilay MIT

Source URL: pages.cs.wisc.edu

A Feature-Rich Constituent Context Model for Grammar Induction Dave Golland John DeNero University of California, Berkeley Google

Source URL: www.denero.org