Stephen Merity

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 13

Top Topics

Recurrent Neural Networks

Language Modeling

Top Venues

ICLR (Workshop)

Publications

Stephen Merity
Single Headed Attention RNN: Stop Thinking With Your Head. CoRR (2019)
Stephen Merity, Nitish Shirish Keskar, Richard Socher
Regularizing and Optimizing LSTM Language Models. ICLR (Poster) (2018)
Stephen Merity, Nitish Shirish Keskar, Richard Socher
An Analysis of Neural Language Modeling at Multiple Scales. CoRR (2018)
Martin Schrimpf, Stephen Merity, James Bradbury, Richard Socher
A Flexible Approach to Automated RNN Architecture Generation. ICLR (Workshop) (2018)
James Bradbury, Stephen Merity, Caiming Xiong, Richard Socher
Quasi-Recurrent Neural Networks. ICLR (Poster) (2017)
Stephen Merity, Nitish Shirish Keskar, Richard Socher
Regularizing and Optimizing LSTM Language Models. CoRR (2017)
Martin Schrimpf, Stephen Merity, James Bradbury, Richard Socher
A Flexible Approach to Automated RNN Architecture Generation. CoRR (2017)
Stephen Merity, Caiming Xiong, James Bradbury, Richard Socher
Pointer Sentinel Mixture Models. ICLR (Poster) (2017)
Stephen Merity, Bryan McCann, Richard Socher
Revisiting Activation Regularization for Language RNNs. CoRR (2017)
Caiming Xiong, Stephen Merity, Richard Socher
Dynamic Memory Networks for Visual and Textual Question Answering. ICML (2016)
Stephen Merity, Caiming Xiong, James Bradbury, Richard Socher
Pointer Sentinel Mixture Models. CoRR (2016)
James Bradbury, Stephen Merity, Caiming Xiong, Richard Socher
Quasi-Recurrent Neural Networks. CoRR (2016)
Caiming Xiong, Stephen Merity, Richard Socher
Dynamic Memory Networks for Visual and Textual Question Answering. CoRR (2016)
Stephen Merity, James Curran
Frontier Pruning for Shift-Reduce CCG Parsing. ALTA (2011)