Word Vectors is an R package for building and exploring word2vec and other word embedding models.
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Tag: nlp
spacyr – R wrapper around the Python spaCy package
spacyr provides a convenient R wrapper around the Python spaCy package.
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MITIE: MIT Information Extraction
MITIE: MIT Information Extraction offers state-of-the-art information extraction tools. MITIE is free and open source software.
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text2vec – R package – framework with API for text analysis and natural language processing
text2vec is an R package which provides an efficient framework with a concise API for text analysis and natural language processing (NLP).
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Moses – statistical machine translation system
Moses is a statistical machine translation system to automatically train translation models for any language pair.
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TiMBL – Tilburg Memory-Based Learner
TiMBL is an open source tool for NLP research, and for many other domains where classification tasks are learned from examples.
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MeTA – modern C++ data sciences toolkit
MeTA is a C++ data sciences toolkit. A suite of natural language processing, classification, information retrieval, data mining, and more.
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CRF++: Yet Another CRF toolkit
CRF++ is a simple, customizable, and open source implementation of Conditional Random Fields (CRFs) for segmenting/labeling sequential data.
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BLLIP Parser – statistical natural language parser
BLLIP Parser is a statistical natural language parser including a generative constituent parser and discriminative maximum entropy reranker.
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Colibri Core – efficient n-gram & skipgram modelling on text corpora
Colibri Core is an NLP tool as well as a C++ and Python library for working with basic linguistic constructions.
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GATE – capable of solving almost any text processing problem
General Architecture for Text Engineering (GATE) is a full-lifecycle solution for a broad range of Natural Language Processing tasks.
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Apache OpenNLP – machine learning based toolkit
The Apache OpenNLP library is a free and open source machine learning based toolkit for the processing of natural language text.
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Stanford CoreNLP – natural language software
Stanford CoreNLP is an extensible annotation-based NLP pipeline that provides core natural language analysis.
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CogComp-NLP – state-of-the-art Natural Language Processing (NLP) tools
CogComp-NLP provides a suite of state-of-the-art Natural Language Processing (NLP) tools that allows you to annotate plain text inputs.
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NLP4J – NLP framework for JVM languages
The Natural Language Processing for JVM languages (NLP4J) project provides NLP tools, frameworks, and an API. Free and open source.
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ReVerb – automatically identifies and extracts binary relationships from English sentences
ReVerb automatically identifies and extracts binary relationships from English sentences. It’s designed for Web-scale information extraction.
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MALLET – statistical natural language processing, document classification, clustering and more
MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling…
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Apache Lucene – full-featured text search engine library
Apache Lucene is an open source high-performance, full-featured information retrieval software library written entirely in Java.
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Tika – content analysis toolkit
The Apache Tika toolkit detects and extracts metadata and text from over a thousand different file types (such as PPT, XLS, and PDF).
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UIMA – Apache-licensed open source implementation of the UIMA specification
Apache UIMA is an Apache-licensed open source implementation of the UIMA specification. Frameworks are available for Java and C++.
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