Scala and Statistical Machine Translation
SkillsCast coming soon.
Statistical Machine Translation is the task of translating natural languages using statistical models. Aurelien is introducing Scala and Spark into his translation pipeline and finding it a good fit for many of the problems faced. You will learn about the Scala based rule extractor, how Spark makes extracting data about N-grams trivial, and Aurelien's experience using Spark with deep learning frameworks.
YOU MAY ALSO LIKE:
- Lightning Talks 2 (SkillsCast recorded in December 2015)
- Lightbend Scala Language - Professional (in London on 9th - 10th September 2019)
- Lightbend Scala Language - Expert (in London on 11th - 13th September 2019)
- Scala eXchange London 2019 (in London on 12th - 13th December 2019)
- Scalax2gether Community Day 2019 (in London on 14th December 2019)
- Keynote by Valentin Kasas on The Last Frontier and Beyond (in London on 20th August 2019)
- London Reinforcement Learning August (in London on 22nd August 2019)
- Deep Learning - Spoilt for Choice (SkillsCast recorded in July 2019)
- Natural Language Processing with Tensorflow (SkillsCast recorded in July 2019)
Thanks to our sponsors
Scala and Statistical Machine Translation
Aurelien Waite
Aurelien is a research scientist at SDL Research, specialising in Machine Translation. He completed his Ph.D at the University of Cambridge under the supervision of Prof. Bill Byrne
SkillsCast coming soon.
Statistical Machine Translation is the task of translating natural languages using statistical models. Aurelien is introducing Scala and Spark into his translation pipeline and finding it a good fit for many of the problems faced. You will learn about the Scala based rule extractor, how Spark makes extracting data about N-grams trivial, and Aurelien's experience using Spark with deep learning frameworks.
YOU MAY ALSO LIKE:
- Lightning Talks 2 (SkillsCast recorded in December 2015)
- Lightbend Scala Language - Professional (in London on 9th - 10th September 2019)
- Lightbend Scala Language - Expert (in London on 11th - 13th September 2019)
- Scala eXchange London 2019 (in London on 12th - 13th December 2019)
- Scalax2gether Community Day 2019 (in London on 14th December 2019)
- Keynote by Valentin Kasas on The Last Frontier and Beyond (in London on 20th August 2019)
- London Reinforcement Learning August (in London on 22nd August 2019)
- Deep Learning - Spoilt for Choice (SkillsCast recorded in July 2019)
- Natural Language Processing with Tensorflow (SkillsCast recorded in July 2019)
Thanks to our sponsors
Scala and Statistical Machine Translation
Aurelien Waite
Aurelien is a research scientist at SDL Research, specialising in Machine Translation. He completed his Ph.D at the University of Cambridge under the supervision of Prof. Bill Byrne