Corpus-based Linguistic Research: From Phonetics to Pragmatics

Mark Liberman – University of Pennsylvania
Course time: Monday/Wednesday 1:30-3:20 pm
Aud C

See Course Description

Corpus-based Linguistic Research: From Phonetics to Pragmatics

Course website:

Big, fast, cheap, computers; ubiquitous digital networks; huge and
growing archives of text and speech; good and improving algorithms for
automatic analysis of text and speech: all of this creates a
cornucopia of research opportunities, at every level of linguistic
analysis from phonetics to pragmatics. This course will survey the
history and prospects of corpus-based research on speech, language,
and communication, in the context of class participation in a series
of representative projects. Programming ability, though helpful, is
not required.

This course will cover:

* How to find or create resources for empirical research in linguistics
* How to turn abstract issues in linguistic theory into concrete
questions about linguistic data
* Problems of task definition and inter-annotator agreement
* Exploratory data analysis versus hypothesis testing
* Programs and programming: practical methods for searching,
classifying, counting, and measuring
* A survey of relevant machine-learning algorithms and applications

We will explore these topics through a series of empirical research
exercises, some planned in advance and some developed in response to
the interests of participants.

There will be some connections to the ICPSR Summer Program in
Quantitative Methods of Social Research:

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