/ate-crf-spark

Aspect Term Extraction using Conditional Random Fields

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Aspect Term Extraction from Customer Reviews using Conditional Random Fields

This repository is part of a research carried out at the Faculty of Computer Science, Dalhousie University.

About this repository

Name of the research project: Aspect Term Extraction from Customer Reviews using Conditional Random Fields

Link to the research paper: http://www.thinkmind.org/index.php?view=article&articleid=data_analytics_2017_5_20_60030

ISSN: 2308-4464

ISBN: 978-1-61208-603-3

Keywords: Aspect-based Sentiment Analysis; Aspect-term Extraction; Data Analytics; Conditional Random Fields

Authors

Hardik Dalal (Research Assistant) and Dr. Qigang Gao (Professor)

NOTE

This project uses tagger and parser files from Stanford CoreNLP toolkit. These files are relatively large in size (100 MB + in total) so please be patient while cloning the project or downloading the zip as it will take some time.