SwissAlps at SemEval-2017 Task 3: Attention-based Convolutional Neural Network for Community Question Answering

2017-08-01SEMEVAL 2017Code Available0· sign in to hype

Jan Milan Deriu, Mark Cieliebak

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github.com/jderiu/community_qa
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Abstract

In this paper we propose a system for reranking 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 7th place obtaining a MAP score of 86:24 points on the Question-Comment Similarity subtask.

Tasks

Community Question Answering Question Answering Question Similarity Reranking

SwissAlps at SemEval-2017 Task 3: Attention-based Convolutional Neural Network for Community Question Answering

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Abstract

Tasks

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