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Starspace is a vector embedding framework designed for training high-dimensional representations of text and images. It functions as a machine learning system for neural ranking, text classification, and knowledge graph embedding, mapping different object types into a shared numerical space to facilitate retrieval and prediction tasks. The system includes specialized tools for knowledge graph completion and link prediction by representing entities and their relationships within a multi-relational vector space. It further provides capabilities for semantic content recommendation and large-scal
Frog is an integration of memory-based natural language processing (NLP) modules developed for Dutch. All NLP modules are based on Timbl, the Tilburg memory-based learning software package.
BLLIP reranking parser (also known as Charniak-Johnson parser, Charniak parser, Brown reranking parser) See http://pypi.python.org/pypi/bllipparser/ for Python module.
Unicode tokeniser. Ucto tokenizes text files: it separates words from punctuation, and splits sentences. It offers several other basic preprocessing steps such as changing case that you can all use to make your text suited for further processing such as indexing, part-of-speech tagging, or machine translation. Ucto comes with tokenisation rules for several languages and can be easily extended to suit other languages. It has been incorporated for tokenizing Dutch text in…
The main features of languagemachines/ucto are: Natural Language Processing, C++ NLP Libraries.
Projects with overlapping indexed features include: languagemachines/frog — Frog is an integration of memory-based natural language processing (NLP) modules developed for Dutch. All NLP modules… meta-toolkit/meta — A Modern C++ Data Sciences Toolkit. bllip/bllip-parser — BLLIP reranking parser (also known as Charniak-Johnson parser, Charniak parser, Brown reranking parser) See… facebookresearch/starspace — Starspace is a vector embedding framework designed for training high-dimensional representations of text and images.… languagemachines/libfolia — FoLiA library for C++. mit-nlp/mitie — MITIE: library and tools for information extraction.