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NL Seminar
Fri, Oct 21, 2016 @ 03:00 PM - 04:00 PM
Information Sciences Institute
Conferences, Lectures, & Seminars
Speaker: Marjan Ghazvininejad, USC/ISI
Talk Title: EMNLP PRACTICE TALK. 1. GENERATING TOPICAL POETRY And 2. UNSUPERVISED NEURAL HIDDEN MARKOV MODELS
Series: Natural Language Seminar
Abstract: 1. In this talk I describe Hafez, a program that generates any number of distinct poems on a user-supplied topic. Poems obey rhythmic and rhyme constraints. I describe the poetry-generation algorithm, give experimental data concerning its parameters, and show its generality with respect to language and poetic form. 2. In this work, we present the first results for neuralizing an Unsupervised Hidden Markov Model. We evaluate our approach on tag induction. Our approach outperforms existing generative models and is competitive with the state-of-the-art though with a simpler model easily extended to include additional context.
Biography: Marjan Ghazvininejad is a PhD student at ISI working with Prof. Kevin Knight. Yonatan Bisk is a Postdoc at ISI working with Prof. Daniel Marcu.
Host: Xing Shi and Kevin Knight
More Info: http://nlg.isi.edu/nl-seminar/
Location: Information Science Institute (ISI) - 6th Floor -CR # 689; ISI-Marina del Rey
Audiences: Everyone Is Invited
Contact: Peter Zamar
Event Link: http://nlg.isi.edu/nl-seminar/
