Abraham Ittycheriah

FAQ-based Question Answering via Word Alignment

2015 · arXiv (Cornell University)

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 similarity, where the word alignment between two questions is …

Sentence Similarity Learning by Lexical Decomposition and Composition

2016 · arXiv (Cornell University)

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. In this work, …