343 citations · 868 across the 17 of their papers we have counts for
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3 papers · 1 filter
cs.CL2017★ 11 cited
Dynamic Entity Representations in Neural Language Models
Yangfeng Ji, Chenhao Tan, Sebastian Martschat +2
Understanding a long document requires tracking how entities are introduced and evolve over time. We present a new type of language model, EntityNLM, that can explicitly model enti…
cs.CL2017★ 12 cited
Neural Discourse Structure for Text Categorization
Yangfeng Ji, Noah Smith
We show that discourse structure, as defined by Rhetorical Structure Theory and provided by an existing discourse parser, benefits text categorization. Our approach uses a recursiv…
stat.ML2017★ 343 cited
DyNet: The Dynamic Neural Network Toolkit
Graham Neubig, Chris Dyer, Yoav Goldberg +22
We describe DyNet, a toolkit for implementing neural network models based on dynamic declaration of network structure. In the static declaration strategy that is used in toolkits l…