113 citations · 949 across the 45 of their papers we have counts for
4 papers · 1 filter
CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases
Xiang Ren, Zeqiu Wu, Wenqi He +5
Extracting entities and relations for types of interest from text is important for understanding massive text corpora. Traditionally, systems of entity relation extraction have rel…
Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment
Tao Ge, Qing Dou, Xiaoman Pan +5
Aligning coordinated text streams from multiple sources and multiple languages has opened many new research venues on cross-lingual knowledge discovery. In this paper we aim to adv…
Building a Fine-Grained Entity Typing System Overnight for a New X (X = Language, Domain, Genre)
Lifu Huang, Jonathan May, Xiaoman Pan +1
Recent research has shown great progress on fine-grained entity typing. Most existing methods require pre-defining a set of types and training a multi-class classifier from a large…
Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding
Xiang Ren, Wenqi He, Meng Qu +3
Current systems of fine-grained entity typing use distant supervision in conjunction with existing knowledge bases to assign categories (type labels) to entity mentions. However, t…