Wednesday 10:45 AM–12:15 PM in Radio City (6604)

Introduction to Language Modeling

Aditi Khullar, Eugene Tang

Audience level:
Intermediate

Description

In this two part tutorial we will start with introduction of language models, how they are used and why they are important in the domain of Natural Language Processing. In the second half we will be taking the attendees through a hands-on workshop where they will develop a language model based on a sample dataset and talk through some of the results and gotchas of working with language models.

Abstract

In this 90-minute intermediate-level tutorial at PyData NYC we will introduce the concept of language modeling. In the first half we will explain language models, how they are used and why they are important in the domain of Natural Language Processing. In the second half we will be taking the attendees through a hands-on workshop where they will develop a language model based on a sample dataset and talk through some of the results and gotchas of working with language models.

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