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📖 A curated list of resources for NLP (Natural Language Processing) for Hebrew

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awesome-hebrew-nlp Awesome

Please feel free to create pull requests, or email Iddo Berger ([email protected]) to add links.

Links

https://data.gov.il/dataset/corpus - Morphologically tagged corpus

https://github.com/NLPH/NLPH - An initiative meant to bring Natural Language Processing capabilities in Hebrew to a level on par with international industry standards, keeping up with state-of-the-art techniques by providing open source implementations to new algorithms and tools, and making these capabilities publicly available for both public and commercial use.

https://github.com/omilab/Neural-Sentiment-Analyzer-for-Modern-Hebrew - Neural Sentiment Analyzer for Modern Hebrew

http://www.mila.cs.technion.ac.il/ - MILA - Technion's Knowledge Center for Processing Hebrew

https://hlp.nite.org.il/Default.aspx - Hebrew Language Project by the Israeli National Institute for Testing and Evaluation - Morphology dictionary, tagged corpora, language models, tokenizers and more (site in Hebrew)

https://github.com/habeanf/yap - Hebrew parser (Go)

https://github.com/synhershko/HebMorph - Hebrew stemmer (Java)

https://www.cs.bgu.ac.il/~yoavg/software/hebtokenizer/ - Hebrew tokenizer (Python). [Note from author: quite simplistic, but works.]

https://www.cs.bgu.ac.il/~nlpproj/ - Natural Language Processing Project - Ben-Gurion University

https://www.cs.bgu.ac.il/~yoavg/software/hebparsers/hebdepparser/ - Hebrew Dependency Parser (bundles a Hebrew pos-tagger and morphological segmenter as well). Parser is in Python+Cython, tagger in Java + Python-wrapper. [Note from parser's author: I am not maintaining the parser. For a newer, better supported dep parser, use YAP.]

https://www.cs.bgu.ac.il/~yoavg/software/hebparsers/hebconstparser/ - Hebrew Constituency Parser.

http://www.cs.technion.ac.il/~barhaim/MorphTagger/ - HMM based a part-of-speech tagger and word segmenter for Hebrew (Perl)

https://github.com/UniversalDependencies/UD_Hebrew - Hebrew Dependency Treebank

https://github.com/facebookresearch/fastText/blob/master/docs/pretrained-vectors.md - Pre-trained Hebrew word embeddings using Facebook's fastText

https://github.com/avichaychriqui/HeBERT - HeBERT: Pre-trained BERT for Polarity Analysis and Emotion Recognition

https://github.com/OnlpLab/AlephBERT/ - AlephBERT: a Pre-trained Language Model to Start Off your Hebrew NLP Application

License

CC0

To the extent possible under law, Iddo Berger has waived all copyright and related or neighboring rights to this work.

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