Learning Document-Level Label Propagation and Instance Selection by Deep Q-Network for Interactive Named Entity Annotation

Learning Document-Level Label Propagation and Instance Selection by Deep Q-Network for Interactive Named Entity Annotation

High quality annotated named entity corpora are essential language resources, but fully manual annotation is time-consuming. Interactive annotation offers an efficient alternative where humans and machines collaborate. Instances of named entity mentions tend to share the same label, when they co-occ...

Full description

Bibliographic Details
Main Authors: Tingming Lu, Yaocheng Gui, Zhiqiang Gao
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Interactive annotation
named entity recognition
reinforcement learning
deep Q-network
Online Access:https://ieeexplore.ieee.org/document/9370105/

Internet

https://ieeexplore.ieee.org/document/9370105/

Similar Items