53 citations · 105 across the 23 of their papers we have counts for
3 papers · 1 filter
Event Detection: Gate Diversity and Syntactic Importance Scoresfor Graph Convolution Neural Networks
Viet Dac Lai, Tuan Ngo Nguyen, Thien Huu Nguyen
Recent studies on event detection (ED) haveshown that the syntactic dependency graph canbe employed in graph convolution neural net-works (GCN) to achieve state-of-the-art per-form…
Extensively Matching for Few-shot Learning Event Detection
Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
Current event detection models under super-vised learning settings fail to transfer to newevent types. Few-shot learning has not beenexplored in event detection even though it al-l…
Exploiting the Matching Information in the Support Set for Few Shot Event Classification
Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
The existing event classification (EC) work primarily focuseson the traditional supervised learning setting in which models are unableto extract event mentions of new/unseen event…