How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.
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
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 Frog, our Dutch morpho-syntactic processor. http://ilk.uvt.nl/ucto --
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.
The main features of languagemachines/frog are: Natural Language Processing, C++ NLP Libraries.
Projects with overlapping indexed features include: languagemachines/libfolia — FoLiA library for C++. 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/ucto — Unicode tokeniser. Ucto tokenizes text files: it separates words from punctuation, and splits sentences. It offers… mit-nlp/mitie — MITIE: library and tools for information extraction.