Project Data

This page links to the code and data for replicating results of individual papers and presentations.

Categories
1. Computational Approaches to Construction Grammar
2. Computational Approaches to Linguistic Variation
3. Computational and Linguistic Approaches to Metaphor
4. Misc. Work


1. Computational Approaches to Construction Grammar

Computational Learning of Construction Grammars
Material published in Language and Cognition

Learnability and Falsifiability of Construction Grammars
Material presented at Linguistic Society of America Annual Meeting, 2017

2. Computational Approaches to Linguistic Variation

Profile-based Authorship Analysis
Material published in Literary and Linguistic Computing

Evaluating Unsupervised Profile Bundles for Authorship Analysis
Material presented at The Association for Linguistic Evidence Annual Meeting, 2016

The Linguistic Status of Predictions and Feature Ranks from SVM Text Classifiers
Material presented at Linguistic Society of America Annual Meeting, 2015

Evaluating Profile-based Authorship Analysis for Distinguishing Similar Individuals
Material presented at The Association for Linguistic Evidence Annual Meeting, 2015

3. Computational and Linguistic Approaches to Metaphor

Modeling Abstractness and Metaphoricity
Material published in Metaphor & Symbol

Three Types of Metaphoric Utterances That Can Synthesize Theories of Metaphor

Material published in Metaphor & Symbol

Metaphoricity and Saturation Study
Material published in Cognitive Linguistics

Language Independent Ensemble Approaches to Metaphor Identification
Material presented at Association for the Advancement of Artificial Intelligence Annual Meeting, 2014

Measuring Metaphoricity

Material presented at Association for Computational Linguistics Annual Meeting, 2014

Multi-Dimensional Abstractness in Cross-Domain Mappings
Material presented at Association for Computational Linguistics Annual Meeting, 2014

Computational Evidence for Direct Metaphoric Meaning
Material presented at Linguistic Society of America Annual Meeting, 2014

Three Kinds of Metaphor-in-Language and How We Can Use Them  to Synthesize Theories of Metaphor

Material presented at International Conference on Cognitive Linguistics, 2013

What Metaphor Identification Systems Can Tell Us About Metaphor-in-Language
Material presented at North American Association for Computational Linguistics Annual Meeting, 2013

Evaluating the Premises and Results of Four Metaphor Identification Systems
Material presented at Conference on Intelligent Text Processing and Computational Linguistics, 2013

Does Humor Interfere with Machine Learning Approaches to Metaphor Identification?
Material presented at AAAI Fall Symposium: Artificial Intelligence of Humor, 2013

Automatic Identification of Metaphoric Utterances
Ph.D. Dissertation, Purdue University, 2013

Towards a Computational Model of Metaphor
Master's Thesis, Purdue University, 2010

4. Misc. Work

Evaluating Cross-Listed Courses

Funded by Bilsland Strategic Initiatives Grant, Purdue University, 2011-2012

Predicting Political Ideology from Congressional Speeches

Material presented at Text As Data, 2014