Relation Extraction and Knowledge-Base Construction

Date: May 16, 2014

Speaker: Yuhao Zhang, BMIR, Stanford University

Abstract

We will first finish our topic about distant supervision-based and unsupervised relation extraction techniques. Then I will quickly present another related topic - the application of relation extraction and knowledge-based construction.

Here are the papers that I am planning to use (including papers that I cannot finish in the last meeting):

• Distant supervision for relation extraction without labeled data (http://www.aclweb.org/anthology/P/P09/P09-1113.pdf)
• Identifying Relations for Open Information Extraction (http://aclweb.org/anthology/D/D11/D11-1142.pdf)
• DeepDive: Web-scale Knowledge-base Construction using Statistical Learning and Inference
• GeoDeepDive: Statistical Inference using Familiar Data-Processing Languages