1k citations · 2.1k across the 41 of their papers we have counts for
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stat.ML2017★ 19 cited
Grounded Recurrent Neural Networks
Ankit Vani, Yacine Jernite, David Sontag
In this work, we present the Grounded Recurrent Neural Network (GRNN), a recurrent neural network architecture for multi-label prediction which explicitly ties labels to specific d…
cs.CL2017★ 109 cited
Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning
Yacine Jernite, Samuel R. Bowman, David Sontag
This work presents a novel objective function for the unsupervised training of neural network sentence encoders. It exploits signals from paragraph-level discourse coherence to tra…