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ACL Anthology Network (All About NLP) (beta) The Association Of Computational Linguistics Anthology Network |
| ACL ID | S14-2139 |
|---|---|
| Title | UoW: NLP techniques developed at the University of Wolverhampton for Semantic Similarity and Textual Entailment |
| Venue | Joint Conference on Lexical and Computational Semantics |
| Session | |
| Year | 2014 |
| Authors |
This paper presents the system submit- ted by University of Wolverhampton for SemEval-2014 task 1. We proposed a ma- chine learning approach which is based on features extracted using Typed Depen- dencies, Paraphrasing, Machine Transla- tion evaluation metrics, Quality Estima- tion metrics and Corpus Pattern Analysis. Our system performed satisfactorily and obtained 0.711 Pearson correlation for the semantic relatedness task and 78.52% ac- curacy for the textual entailment task.