2016
NAACL
NAACL 2016
Linguistica 5: Unsupervised Learning of Linguistic Structure
Abstract
AbstractThis paper introduces Linguistica 5, a software for unsupervised learning of linguistic structure. It is a descendant of Goldsmith's (2001, 2006) Linguistica. Open-source and written in Python, the new Linguistica 5 is both a graphical user interface software and a Python library. While Linguistica 5 inherits its predecessors' strength in unsupervised learning of natural language morphology, it incorporates significant improvements in multiple ways. Notable new features include tools for data visualization as well as straightforward extensions for both its components and embedding in other programs.
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Interdisciplinary Bridge
— Interdisciplinary and Machine Learning and Natural Language Processing
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Trend Setter
— Morphology
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Keyword Pioneer
— natural language morphology
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Hot Topic Early Bird
— text representation
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio
Authors
Topics
Natural Language Processing > Understanding > Syntax
Natural Language Processing > Resources & Methods > Text Representation
Interdisciplinary > Linguistics > Computational Linguistics
Natural Language Processing > Understanding > Morphology
Machine Learning > Learning Paradigms > Unsupervised Learning