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Linkify: Enhanced Reading Experience by Augmenting Text Using Linked Open Data
Published on Dec 19, 20141881 Views
We frequently encounter unfamiliar entity names (e.g., a person’s name or a geographic location) while reading texts such as newspapers, magazines, and web pages. When it occurs, we typically perfor
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Chapter list
Linkify - Enhanced Reading Experience by Augmenting Text Using Linked Open Data00:00
Background00:27
Linkify - 101:12
Linkify - 201:24
Demonstration01:48
Outline05:43
Converting Entity Names into Links06:14
Entity Linking07:18
Evaluating Helpfulness of Entities07:52
Machine-learning Features for Evaluating Helpfulness of Entities08:58
Link Probability Features - 209:37
Link Probability Features - 109:58
Entity Class Features10:15
Topical Coherence Feature - 110:42
Topical Coherence Feature - 211:14
Dataset for Evaluating Helpfulness of Entities11:38
Annotation screen displayed to the annotators12:10
The Performance of Evaluating Helpfulness of Entities12:20
Rendering a Widget12:39
Linkify is implemented as add-ons of desktop & mobile web browsers13:03
The entity linking system works in production service13:09
THANK YOU!13:30