If you use the code, please kindly cite the following paper:
Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu. Learning Entity and Relation Embeddings for Knowledge Graph Completion. The 29th AAAI Conference on Artificial Intelligence (AAAI'15).
In this project, we provide our implementations of CNN [Zeng et al., 2014] and PCNN [Zeng et al.,2015] and their extended version with sentence-level attention scheme [Lin et al., 2016] .
Relation extraction on an open-domain knowledge base
Accompanying repository for our EMNLP 2017 paper. It contains the code to replicate the experiments and the pre-trained models for sentence-level relation extraction.
project aims to put some Project Gutenberg ebooks into GitHub so people can fix problems in the files. use GitHub to open up the PG corpus to maintenance and use by libraries and librarians. The result will include MARC records, covers, OPDS feeds and ebook files to facilitate library use. Version-controlled fork and merge workflow, combined with a change triggered back-end build environment will allow scaleable, distributed maintenance of the greatest works of our literary heritage. 43,000 books and their metadata have been moved to the git version control software.