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Research Data Supporting "Multi-domain Neural Network Language Generation for Spoken Dialogue Systems"


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Type

Dataset

Change log

Authors

Tsung-Hsien, Wen 
Gasic, Milica 
Mrksic, Nikola 
R.-Barahona, Lina M. 
Pei-Hao, Su 

Description

This is a natural language generation dataset collected from Amazon Mechanical Turk used in this paper "Multi-domain Neural Network Language Generation for Spoken Dialogue Systems" in NAACL-HLT 2016. It contains two domains regarding to consumer electronics: laptop and TV. Each file is in JSON format and contains a list of tuples. The three elements are dialogue act (semantic representation), sentence generated from AMT workers, sentence generated from our handcrafted template generator. There are 13K and 7K distinct DA and sentence pairs in laptop and TV domain, respectively. All products are anonymous.

Version

Software / Usage instructions

JSON

Keywords

NLG, natural language generation, dialogue system

Publisher

University of Cambridge
Sponsorship
Toshiba Research Europe Ltd, Cambridge Research Laboratory