A work-in-progress list of useful NLP resources for Norwegian.
Please let us know if there are useful NLP resources we might have missed!
Contact me at olav@web64.com
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- orbit.ai Text generation, Entity Extraction
- tagbox.ai Automated geotagging
- lexalytics.com Sentiment analysis
- monkeylearn.com Text Classification
- tisane.ai Sentiment analysis & topics detection
- fairhair.ai Web data & information extraction
- textoptimizer.com User intent and topic extraction
Libraries with support for the Norwegian language
- https://github.com/HIT-SCIR/ELMoForManyLangs - Pre-trained ELMo Representations
- https://github.com/ohenrik/nb_news_ud_sm - Experimental Norwegian (Bokmål) language model for Spacy (Including NER)
- https://github.com/navikt/ai-lab-spacy-bokmaal - Norwegian model for spaCy
- http://vectors.nlpl.eu/repository/ - NLPL word embeddings repository
- https://github.com/ohenrik/nb_dep_ud_sm - Experimental Norwegian (Bokmål) language model for Spacy
- https://github.com/web64/norec-fasttext - Train NoReC FastText models
- https://github.com/ltgoslo/norec-baselines - NoReC baseline models, trained on the NoReC dataset.
- https://github.com/tensorflow/models/blob/master/syntaxnet/g3doc/universal.md - Syntaxnet models
- https://github.com/andrely/Norwegian-NLP-models - 2013
- https://github.com/Kyubyong/wordvectors - Word2Vec & fastText word vectors for bokmål and nynorsk.
- https://github.com/emanlapponi/norlem-norwegian-lemmatizer - Lemmatizer for Norwegian that uses lexical and contextual information from the Norwegian Dependency Treebank (NDT)
- https://stanfordnlp.github.io/stanfordnlp/installation_download.html#human-languages-supported-by-stanfordnlp - StanfordNLP Pretrained models: Bokmål, Nynorsk, NynorskLIA
- https://github.com/bheinzerling/bpemb - GloVe word vectors based on Byte-Pair Encoding (BPE)
- https://github.com/ljos/anna_lyse
- https://github.com/petterhh/ndt-tools
- https://github.com/ljos/egennavn - Named-entity chunker for Norwegian
- https://github.com/noklesta/The-Oslo-Bergen-Tagger - The Oslo Bergen Tagger
- https://github.com/draperunner/obt - Python library for The Oslo-Bergen Tagger
- http://universaldependencies.org/ - Bokmål, Nynorsk, NynorskLIA
- UD_Norwegian-Bokmaal
- UD_Norwegian-Nynorsk
- UD_Norwegian-NynorskLIA
- https://www.nb.no/sprakbanken/repositorium#ticketsfrom?lang=en&query=alle&tokens=&from=1&size=12&collection=sbr (Språkbankens ressurskatalog) Norwegian N-grams, lexicons, news corpus.
- https://github.com/ltgoslo/norec - NoReC: The Norwegian Review Corpu
- https://github.com/ltgoslo/talk-of-norway - Talk of Norway (ToN) dataset, a collection of Norwegian parliament speeches from 1998 to 2016
- https://github.com/stopwords-iso/stopwords-no - Norwegian stopwords in JSON or txt format
- https://github.com/ltgoslo/norne - NORwegian Named Entities
- http://www.mn.uio.no/ifi/english/research/projects/sant/index.html
- https://github.com/olavski/afinn/blob/master/afinn/data/AFINN-no-165.txt - Work-in-progress AFINN Norwegian sentiment lexicon
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