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Difficulty-controllable Multi-hop Question Generation From Knowledge Graphs

Published on Dec 10, 2019450 Views

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Difficulty-controllable Multi-hop Question Generation From Knowledge Graphs00:00
Outline00:20
Introduction & motivation00:39
Representative datasets01:55
However...02:47
Multi – Hop questions: two examples03:12
Our Contributions04:18
Three most relevant areas04:54
Problem formulation05:45
Architecture06:49
Knowledge graph encoding06:58
Difficulty modelling & estimation08:18
Question decoder09:48
Datasets10:50
Baselines11:33
Automatic evaluation13:22
Manual Evaluaction13:58
Some difficulty - tunable examples14:23
Model Comparison (1)14:43
Model Comparison (2)15:04
Future work15:15