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Ehud's thoughts about Natural Language Generation. Also see my book on NLG.

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Tag: Natural Language Generation

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How do I Build an NLG System: Requirements and Corpora

Feb 5, 2017Feb 6, 2017 ehudreiter3 Comments

The key to success in building an NLG system is getting requirements right; this is true of software in general, and its true of NLG.

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How do I Build an NLG System: Tools?

Jan 26, 2017 ehudreiter1 Comment

What are the best tools for building NLG systems?

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Types of NLG Evaluation: Which is Right for Me?

Jan 19, 2017May 3, 2017 ehudreiter10 Comments

A high-level discussion of the different ways of evaluating NLG systems.

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How to do an NLG Evaluation: Human Ratings in Artificial Context

Jan 9, 2017Feb 23, 2017 ehudreiter12 Comments

Advice on how to evaluate an NLG system by asking human subjects to rate the system, in an artificial experiment context (ie, not real world usage). This is the most common type of NLG evaluation

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Evaluation in Medicine and NLG/NLP

Jan 3, 2017Jan 10, 2017 ehudreiter7 Comments

Evaluation in NLP/NLG has a long way to go before it reaches the standards of hypothesis testing in clinical medicine

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Text or Graphics?

Dec 26, 2016Jan 4, 2017 ehudreiter13 Comments

Which is a better way to present information, text or graphics (information visualisation)?

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Good Papers are Hard to Publish

Dec 23, 2016Dec 23, 2016 ehudreiter6 Comments

Is it the case that important papers with major impact are *harder* to publish? This certainly seems to have been my experience

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Commercial and Academic Perspectives on NLG (and AI?)

Dec 21, 2016 ehudreiterLeave a comment

Perhaps not surprisingly, there are major differences in emphasis between commercial and academic work on NLG

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NLG vs Templates: Levels of Sophistication in Generating Text

Dec 18, 2016Dec 19, 2016 ehudreiter3 Comments

I dislike talking about “NLG” vs “templates” because these terms are poorly defined. I prefer to talk about five levels of sophistication in generating texts, which I describe in this post

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Natural Language Generation and Machine Learning

Dec 12, 2016Dec 18, 2016 ehudreiter6 Comments

Machine Learning and statistical corpus techniques are often very useful in Natural Language Generation, but they are not the best way to solve all NLG problems.

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