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20122026
most citedChangepoint detection for high-dimensional time series with missing data

126 citations · 388 across the 24 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

cs.CL2018★ 2 cited

Language Modeling at Scale

Mostofa Patwary, Milind Chabbi, Heewoo Jun +3

We show how Zipf's Law can be used to scale up language modeling (LM) to take advantage of more training data and more GPUs. LM plays a key role in many important natural language…

cs.CL2018

Large Margin Neural Language Model

Jiaji Huang, Yi Li, Wei Ping +1

We propose a large margin criterion for training neural language models. Conventionally, neural language models are trained by minimizing perplexity (PPL) on grammatical sentences.…