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- [costezki/awesome-nlprojects: List of projects related to Natural Language Processing (NLP) that make a geek smile for they exist](https://github.com/costezki/awesome-nlprojects)
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- [Structured representations](http://www.ling.ohio-state.edu/~demarneffe.1/LING5050/material/structured.html)
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- [Contextual Word Representations: A Contextual Introduction](https://arxiv.org/abs/1902.06006)
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- [Evaluation of Modern Tools for an OMSCS Advisor Chatbot](https://smartech.gatech.edu/handle/1853/58516)
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## Videos
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- [Lecture 1a - Introduction [Phil Blunsom] - YouTube](https://youtu.be/RP3tZFcC2e8)
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- [NLP with Elixir: Say whuuut? - Google Slides](https://docs.google.com/presentation/d/1ZPixHSW8w2pf0cr7BkFwUTUxwcAKM0lDDejtdQ1IwRw/mobilepresent#slide=id.p)
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## Ontology/semantics
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- [WordNet](https://wordnet.princeton.edu/)
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- [Martha Palmer | Projects | Verb Net](http://verbs.colorado.edu/%7Empalmer/projects/verbnet.html)
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- [FrameNet](http://www.nltk.org/howto/framenet.html)
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- [Ontology101 - Protege Wiki](https://protegewiki.stanford.edu/wiki/Ontology101)
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- [ProtegeDesktopUserDocs - Protege Wiki](https://protegewiki.stanford.edu/wiki/Protege4UserDocs)
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- [Shallow Semantic Parsing Based on FrameNet, VerbNet and PropBank - Semantic Scholar](https://www.semanticscholar.org/paper/Shallow-Semantic-Parsing-Based-on-FrameNet-VerbNet-Giuglea-Moschitti/02e4745b29502268550ba215eb690bbd641f4c00)
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## Systems/frameworks/platforms
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### NLP/Text Mining Tools Features
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- [Natural Language Toolkit (NLTK)](http://www.nltk.org/)
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- [TextBlob](https://textblob.readthedocs.io/en/dev/)
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- [OpenNLP](https://opennlp.apache.org/)
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- [CoreNLP](http://nlp.stanford.edu)
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- [Lexalytics](https://www.lexalytics.com/)
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- [Microsoft Luis](https://www.luis.ai)
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- [Google Cloud Natural Language API](https://cloud.google.com/natural-language/)
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- [FastText](https://github.com/facebookresearch/fastText)
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- [spaCy](https://spacy.io/)
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- [Apache UIMA](https://uima.apache.org/)
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- [CLiPS Pattern](https://www.clips.uantwerpen.be/pattern)
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- [Textgain](https://www.textgain.com/)
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- [GATE.ac.uk - index.html](https://gate.ac.uk/)
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### Chatbot Platforms / Knowledge Base Construction (KBC)
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- [AIML](http://www.alicebot.org/aiml.html)
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- [ChatScript](http://chatscript.sourceforge.net/)
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- [RiveScript](https://www.rivescript.com/)
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- [Rasa](https://rasa.ai/)
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- [Wit.ai](https://wit.ai/)
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- [Watson](https://www.ibm.com/cloud-computing/bluemix/services)
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- [Amazon LEX](https://aws.amazon.com/lex/)
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- [Microsoft Bot](https://dev.botframework.com/)
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- [Microsoft Azure QnA](https://azure.microsoft.com/en-us/services/cognitive-services/)
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- [Google Knowledge Graph API](https://developers.google.com/knowledge-graph/)
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- [Agent.ai](https://www.agent.ai/)
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- [Pandorabots](https://www.pandorabots.com/)
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- [Dialogflow](https://dialogflow.com/)
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## Data sources
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- [ConceptNet](http://conceptnet.io/)
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- [Max-Planck-Institut für Informatik: YAGO](https://www.mpi-inf.mpg.de/departments/databases-and-information-systems/research/yago-naga/yago/)

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