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Creative Narrative: NLP * Human * AI
Presentation introducing the Creative Narrative Workshop, with a bunch of text toys and experiments using NLP in creative ways.
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NLP Tips & Tricks
Normconf talk on real-life NLP struggles (entities, resolution/norming, spacy pipes)
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Text Toys
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Artistic NLP Projects
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Dwarf2Text
A talk on table2text tools and techniques, using Dwarf Fortress legends data to illustrate.
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Views on Deep Text
Some analysis process of an attempt to visualize and use VAE poetry generation in a prototype tool.
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Getting Your Data Joie de Vivre (Back)
A keynote talk for Europython 2019 and PyData London 2019 on fun data apps and hacks. Some data vis, react, word2vec vis, poetry editing tools, AI art.
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Interactive Tools and Big Data
A talk for Data Vis panel at EMAEE19, Univ of Sussex, June 2019.
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Tl;dr: Summarization.
A talk overviewing NLP summarization goals and metrics, given as keynote at PyData Warsaw, with some non-news experiments and commentary on artistic applications.
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Visualizing Stories
A talk on the story generation system "Plotto" and some cultural critique afterwards. Delivered at Ecole de Design in Nantes in September 2018.
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AI for Newcomers
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Data Sources and Tools "Out There"
Aimed at a non-programming audience primarily - data set access and tools.
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Exploring Big Visual Collections
A short talk on approaches to exploring big visual collections and some tools available
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Intro to Big Data and Data Science
Big Data talk for undergrads in St Etienne.
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Big Data and Data Science Overview
Updated version of big data & data science for a lecture in MSc course in Quant Finance, Paris
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Design for Interactive Data Vis (Lyon 2016)
An introductory talk on interactive visualization principles, particularly applicable to journalism. Lots of examples.
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Product Reviews with NLP and Elasticsearch
Dato/Turi Data Science Symposium, June 12-13, SF.
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A Little Twist on Reality
Talk for Alt-Ai in NYC, May 22, 2016
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Teaching Interactive Data Vis
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Design for Interactive Data Vis
An introductory talk on interactive visualization principles, particularly applicable to journalism. Lots of examples.
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Text Analysis Without Programming
An intro talk on text analysis relevant to journalists, digital humanists, and anyone with words to analyze. Focused on free or cheap tools, with a lot of visualization, too.
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What is Big Data, Anyway?
A presentation for non-technical folks in Communications and Journalism about some recent (and historical) trends in "Big Data."