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

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

Stanislaw Jastrzebski
Damian Lesniak
Wojciech M. Czarnecki
ArXivPDFHTML

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

2 / 2 papers shown
Title
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification
Ye Zhang
Byron C. Wallace
AAML
59
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
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

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.