179 citations · 228 across the 3 of their papers we have counts for
3 papers
cs.CL2016★ 179 cited
Sentence Similarity Learning by Lexical Decomposition and Composition
Zhiguo Wang, Haitao Mi, Abraham Ittycheriah
Most conventional sentence similarity methods only focus on similar parts of two input sentences, and simply ignore the dissimilar parts, which usually give us some clues and seman…
cs.CL2016★ 11 cited
Semi-supervised Clustering for Short Text via Deep Representation Learning
Zhiguo Wang, Haitao Mi, Abraham Ittycheriah
In this work, we propose a semi-supervised method for short text clustering, where we represent texts as distributed vectors with neural networks, and use a small amount of labeled…
cs.CL2015★ 38 cited
FAQ-based Question Answering via Word Alignment
Zhiguo Wang, Abraham Ittycheriah
In this paper, we propose a novel word-alignment-based method to solve the FAQ-based question answering task. First, we employ a neural network model to calculate question similari…