Research articles

search articles

My Pages

Stat

Members: 3645
Articles: 2'501'711
Articles rated: 2609

19 April 2024

» arxiv » 1910.3042

Article overview

Gunrock: A Social Bot for Complex and Engaging Long Conversations
Dian Yu ; Michelle Cohn ; Yi Mang Yang ; Chun-Yen Chen ; Weiming Wen ; Jiaping Zhang ; Mingyang Zhou ; Kevin Jesse ; Austin Chau ; Antara Bhowmick ; Shreenath Iyer ; Giritheja Sreenivasulu ; Sam Davidson ; Ashwin Bhandare ; Zhou Yu ;
Date:	7 Oct 2019
Abstract:	Gunrock is the winner of the 2018 Amazon Alexa Prize, as evaluated by coherence and engagement from both real users and Amazon-selected expert conversationalists. We focus on understanding complex sentences and having in-depth conversations in open domains. In this paper, we introduce some innovative system designs and related validation analysis. Overall, we found that users produce longer sentences to Gunrock, which are directly related to users’ engagement (e.g., ratings, number of turns). Additionally, users’ backstory queries about Gunrock are positively correlated to user satisfaction. Finally, we found dialog flows that interleave facts and personal opinions and stories lead to better user satisfaction.
Source:	arXiv, 1910.3042
Services:	Forum \| Review \| PDF \| Favorites

No review found.

Did you like this article?

This article or document is ...
important:
of broad interest:
readable:
new:
correct:
Global appreciation:

Note: answers to reviews or questions about the article must be posted in the forum section.
Authors are not allowed to review their own article. They can use the forum section.

browser Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)

ScienXe.org
» my Online CV
» Free

News, job offers and information for researchers and scientists:

home

contact

sitemap