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Reorganised the NLP page, layout makes more sense now
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neomatrix369 committed Apr 12, 2019
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- [Sudalai Rajkumar (SRK), H2O.ai - NLP with H2O Driverless AI - H2O World SF](https://www.youtube.com/watch?v=PJs_2Kyw_RQ&feature=youtu.be)
- [Carmelo Iaria, AI Academy - How The AI Academy is accelerating NLP projects with Driverless AI](https://www.youtube.com/watch?v=aXPE6IiKRmI&feature=youtu.be)
- [The Illustrated Word2vec](https://jalammar.github.io/illustrated-word2vec/)
- Metaphor detection
- [Code for the paper "Neural Metaphor Detection in Context"](https://github.com/NLPAssignment/metaphor-detection)
- [Grasping the Finer Point:A Supervised Similarity Network for Metaphor Detection](https://arxiv.org/pdf/1709.00575)
- [Learning to Identify Metaphors from a Corpus of Proverbs](https://aclweb.org/anthology/D16-1220)
- [Metaphor Detection with Cross-Lingual Model Transfer](https://www.cs.cmu.edu/~anatoleg/metaphor-acl14.pdf)
- [Metaphor Interpretation Using Paraphrases Extracted from the Web](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3779216/)
- [LDA (topic modelling)](https://github.com/bmabey/pyLDAvis)
- Top libraries
- [5 Heroic Tools for Natural Language Processing](https://towardsdatascience.com/5-heroic-tools-for-natural-language-processing-7f3c1f8fc9f0) | [Top 5 Python NLP Libraries to Build a Human like Applications](https://www.datasciencelearner.com/top-5-python-nlp-libraries-to-build-a-human-like-application/) | [5 Heroic Python NLP Libraries](https://elitedatascience.com/python-nlp-libraries) | [5 open source tools for taming text](https://opensource.com/business/15/7/five-open-source-nlp-tools) | [Comparing the Functionality of Open Source Natural Language Processing Libraries](https://blog.dominodatalab.com/comparing-the-functionality-of-open-source-natural-language-processing-libraries/)
- [Comparison of Top 6 Python NLP Libraries](https://www.kdnuggets.com/2018/07/comparison-top-6-python-nlp-libraries.html) | [Comparison of Top 6 Python NLP Libraries](https://activewizards.com/blog/comparison-of-python-nlp-libraries/)
- [5 Heroic Tools for Natural Language Processing](https://towardsdatascience.com/5-heroic-tools-for-natural-language-processing-7f3c1f8fc9f0) | [Top 5 Python NLP Libraries to Build a Human like Applications](https://www.datasciencelearner.com/top-5-python-nlp-libraries-to-build-a-human-like-application/) | [5 open source tools for taming text](https://opensource.com/business/15/7/five-open-source-nlp-tools) | [Comparing the Functionality of Open Source Natural Language Processing Libraries](https://blog.dominodatalab.com/comparing-the-functionality-of-open-source-natural-language-processing-libraries/)
- [Comparison of Top 6 Python NLP Libraries](https://www.kdnuggets.com/2018/07/comparison-top-6-python-nlp-libraries.html)
- [Top 10 Python Libraries for Natural Language Processing (2018)](https://kleiber.me/blog/2018/02/25/top-10-python-nlp-libraries-2018/)
- Quora: best NLP library question: [1](https://www.quora.com/Which-library-is-best-for-NLP) | [2](https://www.quora.com/What-is-the-best-natural-language-processing-API-library-service-today) | [3](https://www.quora.com/Natural-Language-Processing-What-are-the-best-libraries-for-extracting-data-from-PDF-files)
- [Awesome NLP](https://github.com/keon/awesome-nlp)
- [Python NLP for Hackers](https://nlpforhackers.io/libraries/)
- [NLP vs NLU vs NLG (Know what you are trying to achieve) NLP engine (Part-1)](https://towardsdatascience.com/nlp-vs-nlu-vs-nlg-know-what-you-are-trying-to-achieve-nlp-engine-part-1-1487a2c8b696)
- [NLP engine(Part-2) -> Best Text Processing tools or libraries for Natural Language Processing](https://towardsdatascience.com/nlp-engine-part-2-best-text-processing-tools-or-libraries-for-natural-language-processing-c7fd80f456e3)

## Metaphor detection

- [Code for the paper "Neural Metaphor Detection in Context"](https://github.com/NLPAssignment/metaphor-detection)
- [Grasping the Finer Point:A Supervised Similarity Network for Metaphor Detection](https://arxiv.org/pdf/1709.00575)
- [Learning to Identify Metaphors from a Corpus of Proverbs](https://aclweb.org/anthology/D16-1220)
- [Metaphor Detection with Cross-Lingual Model Transfer](https://www.cs.cmu.edu/~anatoleg/metaphor-acl14.pdf)
- [Metaphor Interpretation Using Paraphrases Extracted from the Web](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3779216/)

## Sentiment analysis

- [Keras (bag of words) post - expanded version](keras-bag-of-words-expanded-version/README.md)
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- [Deep Learning: LSTM Networks for Sentiment Analysis Tutorial](http://deeplearning.net/tutorial/lstm.html)
- [Emotion sentiment Analysis practitioners guide](https://www.kdnuggets.com/2018/08/emotion-sentiment-analysis-practitioners-guide-nlp-5.html)

## Topic modelling
- [LDA (topic modelling)](https://github.com/bmabey/pyLDAvis)

## Presentations
- [Natural Language Procoessing presentation by Ovidiu S.](./presentations/nlp/Natural_Language_Processing_-_MaM.pdf)

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