Open Source Text Processing Project: InformationExtractionSystem

Information Extraction System Project Website: None Github Link: https://github.com/sanjaymeena/InformationExtractionSystem Description Information Extraction System can perform NLP tasks like Named Entity Recognition, Sentence Simplification, Relation Extraction etc. This document is an overview of various modules. For more information, please refer to … Continue reading

Open Source Text Processing Project: Serelex

Serelex – a tool for semantic relation extraction Project Website: None Github Link: https://github.com/jgc128/DefVectors Description A tool for semantic relation extraction. The program finds pairs of semantically related words based on the text definitions coming from the Wikipedia articles (other … Continue reading

Open Source Text Processing Project: RelationFactory

End-to-end relation extraction and knowledge base population pipeline Project Website: None Github Link: https://github.com/beroth/relationfactory Description RelationFactory is a relation extraction and knowledge-base population system. It was the top-ranked system in TAC KBP 2013 English Slot-filling (http://www.nist.gov/tac/2013/KBP/index.html). If you want to … Continue reading

Open Source Text Processing Project: IEPY

Information Extraction in Python Project Website: None Github Link: https://github.com/machinalis/iepy Description IEPY is an open source tool for Information Extraction focused on Relation Extraction. To give an example of Relation Extraction, if we are trying to find a birth date … Continue reading

Open Source Text Processing Project: CRF++

CRF++: Yet Another CRF toolkit Project Website: https://taku910.github.io/crfpp/ Github Link: None Description CRF++ is a simple, customizable, and open source implementation of Conditional Random Fields (CRFs) for segmenting/labeling sequential data. CRF++ is designed for generic purpose and will be applied … Continue reading

Text Processing Book: Taming Text – How to Find, Organize, and Manipulate It 1st Edition

Taming Text: How to Find, Organize, and Manipulate It Description Summary Taming Text, winner of the 2013 Jolt Awards for Productivity, is a hands-on, example-driven guide to working with unstructured text in the context of real-world applications. This book explores … Continue reading

Open Source Text Processing Project: GATE

GATE: a full-lifecycle open source solution for text processing Project Website: https://gate.ac.uk/ Github Link: None Description GATE is… open source software capable of solving almost any text processing problem a mature and extensive community of developers, users, educators, students and … Continue reading

Open Source Text Processing Project: Stanford Open Information Extraction

Stanford Open Information Extraction Project Website: http://nlp.stanford.edu/software/openie.shtml Github Link: None Description Open information extraction (open IE) refers to the extraction of structured relation triples from plain text, such that the schema for these relations does not need to be specified … Continue reading