{"dcterms:modified":"2025-07-23","dcterms:creator":"bonndata","@type":"ore:ResourceMap","schema:additionalType":"Dataverse OREMap Format v1.0.1","dvcore:generatedBy":{"@type":"schema:SoftwareApplication","schema:name":"Dataverse","schema:version":"6.6 build 1829-192cdc4","schema:url":"https://github.com/iqss/dataverse"},"@id":"https://bonndata.uni-bonn.de/catalog/datasets/10.60507/FK2/FX37GD/exportformat/oai-ore.json","ore:describes":{"citation:dsDescription":{"citation:dsDescriptionValue":"Dialogue systems are a significant field of research and development in artificial intelligence. Until today, the evaluation of such algorithms happens in one fundamental way. They solve \"hypothetical problems,\" i.e., dialog systems are tested by being asked to respond in specific scenarios and provide a \"solution\", i.e. a reply, to a \"problem\". The replies are either explicitly compared to reference responses using overlap-based metrics (e.g., BLEU) or are evaluated by human annotators, which can also be seen as compared to (implicit) references. Instead, we propose to ask dialogue systems to tell whether a sample \"solution\" to a sample \"problem\" is good or bad. In other words, we ask another dialog system whether a conversation is fluent and coherent or not, and to what degree. In our experiments, we show how to evaluate dialogue systems by \"asking for an opinion\" and that it indeed offers an additional perspective on assessing these methods."},"citation:freeKeyword":[{"citation:freeKeywordValue":"dialogue systems"},{"citation:freeKeywordValue":"evaluation"},{"citation:freeKeywordValue":"opinion"}],"author":{"citation:authorName":"Nedelchev, Rostislav"},"citation:datasetContact":{"citation:datasetContactName":"Nedelchev, Rostislav","citation:datasetContactEmail":"rostislav.nedelchev@uni-bonn.de"},"citation:depositor":"Nedelchev, Rostislav","dateOfDeposit":"2023-05-20","title":"Evaluating Dialogue Systems via an Opinion","subject":"Computer and Information Science","software":[{"citation:softwareName":"Python","citation:softwareVersion":"3.6"},{"citation:softwareName":"virtual environment like (Ana|Mini)conda"}],"publication":{"publicationCitation":"Nedelchev, Rostislav: Automatic Evaluation of Dialogue-Systems Using Neural-Network Methods. - Bonn, 2023. - Dissertation, Rheinische Friedrich-Wilhelms-Universität Bonn.\nOnline-Ausgabe in bonndoc: https://nbn-resolving.org/urn:nbn:de:hbz:5-70983","publicationIDType":"urn","publicationIDNumber":"urn:nbn:de:hbz:5-70983","publicationURL":"https://nbn-resolving.org/urn:nbn:de:hbz:5-70983"},"otherReferences":["Parts of the code are based on the following work: Yookoon Park and Jaemin Cho and Gunhee Kim \"A Hierarchical Latent Structure for Variational Conversation Modeling\", 2018, NAACL, DOI: http://dx.doi.org/10.18653/v1/N18-1162","Original code is located here: https://github.com/ctr4si/A-Hierarchical-Latent-Structure-for-Variational-Conversation-Modeling"],"@id":"https://doi.org/10.60507/FK2/FX37GD","@type":["ore:Aggregation","schema:Dataset"],"schema:version":"1.0","schema:name":"Evaluating Dialogue Systems via an Opinion","schema:dateModified":"Mon Jun 05 09:58:51 CEST 2023","schema:datePublished":"2023-06-05","schema:creativeWorkStatus":"RELEASED","schema:license":"http://creativecommons.org/publicdomain/zero/1.0","dvcore:fileTermsOfAccess":{"dvcore:fileRequestAccess":true},"schema:includedInDataCatalog":"bonndata","schema:isPartOf":{"schema:name":"bonndata","@id":"https://bonndata.uni-bonn.de/dataverse/bonndata-root","schema:description":"<h3>bonndata is the institutional, cross-disciplinary research data repository for the publication of research data for all researchers at the University of Bonn.\n<br> bonndata is provided by the <a href=\"https://www.hrz.uni-bonn.de/de\">University IT and Data Center </a> and maintained by the <a href=\"https://www.forschungsdaten.uni-bonn.de/de\">Research Data Service Center</a>.\n<br><hr>\nReady to get started with bonndata? \n<br>\nHave a look at our <a href=\"https://confluence.team.uni-bonn.de/x/-1dqBg\">User Guide</a> to get to know the bonndata workflow, tips and tricks!\n<br><hr>\nQuestions? Need assistance? \n<br>\nGet in touch: <b> 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