1.6k citations · 2.1k across the 14 of their papers we have counts for
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3 papers · 1 filter
cs.AI2018★ 1 cited
The Profiling Machine: Active Generalization over Knowledge
Filip Ilievski, Eduard Hovy, Qizhe Xie +1
The human mind is a powerful multifunctional knowledge storage and management system that performs generalization, type inference, anomaly detection, stereotyping, and other tasks.…
cs.CL2018★ 3 cited
Fast and Simple Mixture of Softmaxes with BPE and Hybrid-LightRNN for Language Generation
Xiang Kong, Qizhe Xie, Zihang Dai +1
Mixture of Softmaxes (MoS) has been shown to be effective at addressing the expressiveness limitation of Softmax-based models. Despite the known advantage, MoS is practically seale…
cs.CL2018★ 3 cited
From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction
Zihang Dai, Qizhe Xie, Eduard Hovy
In this work, we study the credit assignment problem in reward augmented maximum likelihood (RAML) learning, and establish a theoretical equivalence between the token-level counter…