A (hopefully helpful) collection of resources for Elixir NLP devs
- Books/papers/references
- Videos
- Presentations
- Ontology/semantics
- Systems/frameworks/platforms
- Data sources
- Misc tools
- NLTK Book
- Handbook of Natural Language Processing Wiki : Main - Home Page browse
- Chomsky normal form - Wikipedia
- computational linguistics - Is there a well-established metric to measure the effectiveness of a parsing algorithm? - Linguistics Stack Exchange
- What to read | Georgia Tech Computational Linguistics Lab
- Chapter Five - A Streaming Dataflow Implementation of Parallel Cocke–Younger–Kasami Parser - ScienceDirect
- Salmon Run: NLP (almost) From Scratch - Implementing the POS Network
- Universal Dependencies
- costezki/awesome-nlprojects: List of projects related to Natural Language Processing (NLP) that make a geek smile for they exist
- Structured representations
- Contextual Word Representations: A Contextual Introduction
- Evaluation of Modern Tools for an OMSCS Advisor Chatbot
- Lecture 1a - Introduction [Phil Blunsom] - YouTube
- Dan Jurafsky & Chris Manning: Natural Language Processing (Stanford Linguistics Group)
- Jeff Dean’s Lecture for YC AI - YouTube (more ML/DL, but discusses use in NLP)
- WordNet
- Martha Palmer | Projects | Verb Net
- FrameNet
- Ontology101 - Protege Wiki
- ProtegeDesktopUserDocs - Protege Wiki
- Shallow Semantic Parsing Based on FrameNet, VerbNet and PropBank - Semantic Scholar
- Natural Language Toolkit (NLTK)
- TextBlob
- OpenNLP
- CoreNLP
- Lexalytics
- Microsoft Luis
- Google Cloud Natural Language API
- FastText
- spaCy
- Apache UIMA
- CLiPS Pattern
- Textgain
- GATE.ac.uk - index.html
- AIML
- ChatScript
- RiveScript
- Rasa
- Wit.ai
- Watson
- Amazon LEX
- Microsoft Bot
- Microsoft Azure QnA
- Google Knowledge Graph API
- Agent.ai
- Pandorabots
- Dialogflow
- ConceptNet
- Max-Planck-Institut für Informatik: YAGO
- [OTA] British National Corpus, XML edition
- Open American National Corpus | Open Data for Language Research and Education
- Evalb - bracket scoring program (validation/accuracy reporting - "F-scoring")
- wevi: word embedding visual inspector