How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks

7 February 2017

Papers citing "How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks"

3 / 3 papers shown

Title
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification Ye Zhang Byron C. Wallace AAML 75 1,192 0 13 Oct 2015
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks Zhuang Li Gabriela Ferraro Liyuan Zhou Weiwei Hou Nathan Schneider Timothy Baldwin 32 39 0 21 Apr 2015
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 114 12,384 0 24 Jun 2012