431 citations · 1.2k across the 62 of their papers we have counts for
3 papers · 1 filter
D-PAGE: Diverse Paraphrase Generation
Qiongkai Xu, Juyan Zhang, Lizhen Qu +2
In this paper, we investigate the diversity aspect of paraphrase generation. Prior deep learning models employ either decoding methods or add random input noise for varying outputs…
Private Text Classification
Leif W. Hanlen, Richard Nock, Hanna Suominen +1
Confidential text corpora exist in many forms, but do not allow arbitrary sharing. We explore how to use such private corpora using privacy preserving text analytics. We construct…
Soft Uncoupling of Markov Chains for Permeable Language Distinction: A New Algorithm
Richard Nock, Pascal Vaillant, Frank Nielsen +1
Without prior knowledge, distinguishing different languages may be a hard task, especially when their borders are permeable. We develop an extension of spectral clustering -- a pow…