Internet Archive Scholar
Filters
























1 Hit in 1.5 sec

Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems [article]

Weiwei Sun and Shuyu Guo and Shuo Zhang and Pengjie Ren and Zhumin Chen and Maarten de Rijke and Zhaochun Ren
<span title="2022-04-06">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>

Preserved Fulltext

fulltext thumbnail
Web Archive Capture PDF (841.9 kB)
https://web.archive.org/web/20220517225435/https://arxiv.org/pdf/2204.00763v1.pdf

A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit <a rel="external noopener" href="https://arxiv.org/pdf/2204.00763v1.pdf">the original URL</a>. The file type is <code>application/pdf</code>.

Note that this fulltext copy is not of the "primary" version of this work. The version it corresponds to is:

<span title="2022-04-02">2022</span> <span class="release-stage" >pre-print</span> <span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.00763v1">arXiv:2204.00763v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7hocehup6je3hltorqkk6wscra">fatcat:7hocehup6je3hltorqkk6wscra</a> </span>

Other Versions

<span title="2022-04-05">2022</span> <span class="release-stage" >pre-print</span>
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.00763v2">arXiv:2204.00763v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hdestg4gjvcp7btnb2bui5mlmq">fatcat:hdestg4gjvcp7btnb2bui5mlmq</a> </span>
Moreover, the evaluation of user simulators is an open challenge. In this work, we proposes a metaphorical user simulator for endto-end TDS evaluation.  ...  The metaphorical user simulator demonstrates better consistency with manual evaluation than Agenda-based simulator and Seq2seq model on three datasets; our tester framework demonstrates efficiency, and  ...  User simulation is not foreign to information retrieval evaluation; its importance has been confirmed in the Sim4IR workshop at SIGIR 2021 [2] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.00763v3">arXiv:2204.00763v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4wddox437vdntnwzaym6ohvexe">fatcat:4wddox437vdntnwzaym6ohvexe</a> </span>
<span class="ui label basic blue small">Multiple Versions</span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220517225435/https://arxiv.org/pdf/2204.00763v1.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e5/3a/e53ad018df524a98f85aa9c3daaa0ccb7f0d3389.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.00763v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>
Citation

Weiwei Sun and Shuyu Guo and Shuo Zhang and Pengjie Ren and Zhumin Chen and Maarten de Rijke and Zhaochun Ren. "Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems." arXiv (2022)