Search Results for author: Abraham Ittycheriah

Found 5 papers, 1 papers with code

Sentence Similarity Learning by Lexical Decomposition and Composition

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.

Paraphrase Identification Question Answering +2

Semi-supervised Clustering for Short Text via Deep Representation Learning

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.

Clustering Representation Learning +1

FAQ-based Question Answering via Word Alignment

no code implementations9 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.

Learning-To-Rank Question Answering +3

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