no code implementations • 19 Sep 2019 • Ruimin Zhu, Thanapon Noraset, Alisa Liu, Wenxin Jiang, Doug Downey
Word embeddings capture syntactic and semantic information about words.
no code implementations • EMNLP 2018 • Thanapon Noraset, Doug Downey, Lidong Bing
Recurrent neural network language models (RNNLMs) are the current standard-bearer for statistical language modeling.
2 code implementations • 1 Dec 2016 • Thanapon Noraset, Chen Liang, Larry Birnbaum, Doug Downey
Distributed representations of words have been shown to capture lexical semantics, as demonstrated by their effectiveness in word similarity and analogical relation tasks.