718 citations · 724 across the 3 of their papers we have counts for
3 papers
cs.AI2020★ 4 cited
Systematic Generalization on gSCAN with Language Conditioned Embedding
Tong Gao, Qi Huang, Raymond J. Mooney
Systematic Generalization refers to a learning algorithm's ability to extrapolate learned behavior to unseen situations that are distinct but semantically similar to its training d…
cs.LG2019★ 718 cited
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks
Minjie Wang, Da Zheng, Zihao Ye +12
Advancing research in the emerging field of deep graph learning requires new tools to support tensor computation over graphs. In this paper, we present the design principles and im…
cs.CL2018★ 2 cited
Analysis of Bag-of-n-grams Representation's Properties Based on Textual Reconstruction
Qi Huang, Zhanghao Chen, Zijie Lu +1
Despite its simplicity, bag-of-n-grams sen- tence representation has been found to excel in some NLP tasks. However, it has not re- ceived much attention in recent years and fur- t…