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The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.
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aymara/lima
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LIMA python bindings are currently availableunder Linux only (x86_64).
Under Linux with python >= 3.7 and < 4, andupgraded pip:
# Upgrading pip is fundamental in order to obtain the correct LIMA version$ pip install --upgrade pip$ pip install aymara==0.5.0b6$ lima_models.py -l eng# Either simply use the lima command to produce an analysis of a file in CoNLLU format:$ lima<path to the file to analyse># Or use the python API:$ python>>> import aymara.lima>>> nlp = aymara.lima.Lima("ud-eng")>>> doc = nlp('Hello, World!')>>> print(doc[0].lemma)hello>>> print(repr(doc))1 Hello hello INTJ _ _ 0 root _ Pos=0|Len=52 , , PUNCT _ _ 1 punct _ Pos=5|Len=13 World World PROPN _ Number:Sing 1 vocative _ Pos=7|Len=54!! PUNCT _ _ 1 punct _ Pos=12|Len=1
LIMA is a multilingual linguistic analyzer developed by theCEA LIST,LASTI laboratory (French acronym for Text and Image Semantic Analysis Laboratory). LIMA is Free Software, available under the MIT license.
LIMA hasstate of the art performance for more than 60 languages thanks to its recent deep learning (neural network) based modules. But it includes also a very powerful rules based mechanism called ModEx allowing to quickly extract information (entities, relations, events…) in new domains where annotated data does not exist.
For more information, installation instructions and documentation, please refer tothe LIMA Wiki.
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The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.