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Ehud Reiter's Blog

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

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Month: May 2017

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PhD Studentship: Advanced Data Storytelling

May 19, 2017May 19, 2017 ehudreiter1 Comment

I’m looking for a PhD student to work on Advanced Data Storytelling!

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Regression to Mean

May 18, 2017May 18, 2017 ehudreiter1 Comment

Some explanation and advice about regression to mean, which is a statistical phenomena that can impact NLG evaluations.

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You Need to Understand your Corpora! The Weathergov Example

May 9, 2017May 9, 2017 ehudreiter8 Comments

People who use corpora to build NLG systems need to understand what is in the corpora. The widely used Weathergov corpus, for example, probably contains computer-generated texts rather than human-written texts. So learning from it is essentially reverse-engineering a rule-based NLG system.

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How to do an NLG Evaluation: Metrics

May 3, 2017May 5, 2017 ehudreiter6 Comments

I am really dubious about evaluations based on BLEU and other metrics. I explain why, and also give advice on best practice for people who are committed to using metrics

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News: Come to my retirement symposium on NLG evaluation! https://retroeval.github.io/

Top Posts & Pages

  • What LLMs cannot do
  • Challenges in Evaluating LLMs
  • My Eureka moments in research
  • Dont ignore omissions!
  • "Will I Pass my PhD Viva"
  • Do a sanity check on your experiments
  • How do I Build an NLG System: Requirements and Corpora
  • One-day class on NLG evaluation
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