1.5k citations · 5.2k across the 127 of their papers we have counts for
Showing 2018 · cs.AIShow all
3 papers · 2 filters
cs.AI2018★ 7 cited
Neural Arithmetic Expression Calculator
Kaiyu Chen, Yihan Dong, Xipeng Qiu +1
This paper presents a pure neural solver for arithmetic expression calculation (AEC) problem. Previous work utilizes the powerful capabilities of deep neural networks and attempts…
cs.AI2018★ 15 cited
Exploring Shared Structures and Hierarchies for Multiple NLP Tasks
Junkun Chen, Kaiyu Chen, Xinchi Chen +2
Designing shared neural architecture plays an important role in multi-task learning. The challenge is that finding an optimal sharing scheme heavily relies on the expert knowledge…
cs.AI2018★ 26 cited
Meta Multi-Task Learning for Sequence Modeling
Junkun Chen, Xipeng Qiu, Pengfei Liu +1
Semantic composition functions have been playing a pivotal role in neural representation learning of text sequences. In spite of their success, most existing models suffer from the…