Please use this identifier to cite or link to this item: https://doi.org/10.21256/zhaw-3481
Title: SwissAlps at SemEval-2017 Task 3 : attention-based convolutional neural network for community question answering
Authors : Deriu, Jan Milan
Cieliebak, Mark
Proceedings: Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017)
Volume(Issue) : 11
Pages : 334
Pages to: 338
Conference details: International Workshop on Semantic Evaluation
Publisher / Ed. Institution : Association for Computational Linguistics
Issue Date: 2017
License (according to publishing contract) : CC BY 4.0: Namensnennung 4.0 International
Type of review: Not specified
Language : English
Subject (DDC) : 410.285: Computational linguistics
Abstract: In this paper we propose a system for re-ranking answers for a given question. Our method builds on a siamese CNN architecture which is extended by two attention mechanisms. The approach was evaluated on the datasets of the SemEval-2017 competition for Community Question Answering (cQA), where it achieved 7 th place obtaining a MAP score of 86.24 points on the Question-Comment Similarity subtask.
Departement: School of Engineering
Organisational Unit: Institute of Applied Information Technology (InIT)
Publication type: Conference Paper
DOI : 10.18653/v1/S17-2054
10.21256/zhaw-3481
URI: https://digitalcollection.zhaw.ch/handle/11475/1976
Published as part of the ZHAW project : DeepText: Intelligente Textanalyse mit Deep Learning
Appears in Collections:Publikationen School of Engineering

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