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## General

- [Google open-sources BERT, a state-of-the-art pretraining technique for natural language processing](https://venturebeat.com/2018/11/02/google-open-sources-bert-a-state-of-the-art-training-technique-for-natural-language-processing/)
- [Sebastian Ruder, Research scientist, DeepMind - Machine Learning, Deep Learning, & NLP](http://ruder.io/)
- [Top free software: text analysis, text mining](https://www.predictiveanalyticstoday.com/top-free-software-for-text-analysis-text-mining-text-analytics/)
- [king - man + woman is queen; but why?](https://p.migdal.pl/2017/01/06/king-man-woman-queen-why.html)
- [The 4 Biggest Open Problems in NLP](http://ruder.io/4-biggest-open-problems-in-nlp/)
- [OpenAI let us try its state-of-the-art NLP text generator](https://venturebeat.com/2019/02/14/openai-let-us-generate-text-with-an-ai-model-that-achieves-state-of-the-art-performance-in-several-nlp-tasks/)
- [LaMachine](https://proycon.github.io/LaMachine/) - LaMachine is a unified software distribution for Natural Language Processing. Integration of numerous open-source NLP tools, programming libraries, web-services and web-applications in a single Virtual Research Environment that can be installed on a wide variety of machines (bare-metal, Virtual Machines and Docker containers).
- [Awesome NLP](https://github.com/keon/awesome-nlp)
See [General](./general.md)

## Java/JVM

See [Java/JVM](./java-jvm.md)

## Courses, Tutorial, Learning resource
- [Introductory: NLP for hackers](https://nlpforhackers.io/deep-learning-introduction/)
- [Intermediate (by Jason Brownlee): Applications of Deep Learning for NLP](https://machinelearningmastery.com/applications-of-deep-learning-for-natural-language-processing/)
- [Learn Natural Language Processing: From Beginner to Expert](https://www.commonlounge.com/discussion/c1f472553ece4d68bad9bd423fb775cf)
- [How to Get Started with Deep Learning for Natural Language Processing (7-Day Mini-Course)](https://machinelearningmastery.com/crash-course-deep-learning-natural-language-processing/)
- [Understanding Convolutional Neural Networks for NLP](http://www.wildml.com/2015/11/understanding-convolutional-neural-networks-for-nlp/)
- [How to solve 90% of NLP problems: a step-by-step guide](https://blog.insightdatascience.com/how-to-solve-90-of-nlp-problems-a-step-by-step-guide-fda605278e4e)
- [A framework for dialog research + datasets](https://parl.ai/)

See [Course, Tutorial, Learning resource](./course-tutorial-learning-resources.md)

## Cloud

- [Cloud based-example: NLP API to analyze Harry Potter & The New York Times](https://cloud.google.com/blog/products/gcp/using-the-cloud-natural-language-api-to-analyze-harry-potter-and-the-new-york-times)

## Library, Framework, Models, Tools, Services
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# Courses, Tutorial, Learning resource

- [Introductory: NLP for hackers](https://nlpforhackers.io/deep-learning-introduction/)
- [Intermediate (by Jason Brownlee): Applications of Deep Learning for NLP](https://machinelearningmastery.com/applications-of-deep-learning-for-natural-language-processing/)
- [Learn Natural Language Processing: From Beginner to Expert](https://www.commonlounge.com/discussion/c1f472553ece4d68bad9bd423fb775cf)
- [How to Get Started with Deep Learning for Natural Language Processing (7-Day Mini-Course)](https://machinelearningmastery.com/crash-course-deep-learning-natural-language-processing/)
- [Understanding Convolutional Neural Networks for NLP](http://www.wildml.com/2015/11/understanding-convolutional-neural-networks-for-nlp/)
- [How to solve 90% of NLP problems: a step-by-step guide](https://blog.insightdatascience.com/how-to-solve-90-of-nlp-problems-a-step-by-step-guide-fda605278e4e)
- [A framework for dialog research + datasets](https://parl.ai/)


# Contributing

Contributions are very welcome, please share back with the wider community (and get credited for it)!

Please have a look at the [CONTRIBUTING](../CONTRIBUTING.md) guidelines, also have a read about our [licensing](../LICENSE.md) policy.

---

Back to [NLP page (table of contents)](README.md)</br>
Back to [main page (table of contents)](../README.md)
22 changes: 22 additions & 0 deletions natural-language-processing/general.md
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# General

- [Google open-sources BERT, a state-of-the-art pretraining technique for natural language processing](https://venturebeat.com/2018/11/02/google-open-sources-bert-a-state-of-the-art-training-technique-for-natural-language-processing/)
- [Sebastian Ruder, Research scientist, DeepMind - Machine Learning, Deep Learning, & NLP](http://ruder.io/)
- [Top free software: text analysis, text mining](https://www.predictiveanalyticstoday.com/top-free-software-for-text-analysis-text-mining-text-analytics/)
- [king - man + woman is queen; but why?](https://p.migdal.pl/2017/01/06/king-man-woman-queen-why.html)
- [The 4 Biggest Open Problems in NLP](http://ruder.io/4-biggest-open-problems-in-nlp/)
- [OpenAI let us try its state-of-the-art NLP text generator](https://venturebeat.com/2019/02/14/openai-let-us-generate-text-with-an-ai-model-that-achieves-state-of-the-art-performance-in-several-nlp-tasks/)
- [LaMachine](https://proycon.github.io/LaMachine/) - LaMachine is a unified software distribution for Natural Language Processing. Integration of numerous open-source NLP tools, programming libraries, web-services and web-applications in a single Virtual Research Environment that can be installed on a wide variety of machines (bare-metal, Virtual Machines and Docker containers).
- [Awesome NLP](https://github.com/keon/awesome-nlp)


# Contributing

Contributions are very welcome, please share back with the wider community (and get credited for it)!

Please have a look at the [CONTRIBUTING](../CONTRIBUTING.md) guidelines, also have a read about our [licensing](../LICENSE.md) policy.

---

Back to [NLP page (table of contents)](README.md)</br>
Back to [main page (table of contents)](../README.md)

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