1 code implementation • COLING 2016 • 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 semantic meanings about the sentences.
Ranked #11 on Question Answering on WikiQA
no code implementations • CONLL 2016 • 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 data to specify our intention for clustering.
no code implementations • 9 Jul 2015 • Zhiguo Wang, Abraham Ittycheriah
In this paper, we propose a novel word-alignment-based method to solve the FAQ-based question answering task.