{"title":"同理心对话作为同理心参与语料库的批判性分析","authors":"Alok Debnath, Owen Conlan","doi":"10.1145/3588967.3588973","DOIUrl":null,"url":null,"abstract":"This paper aims to analyze the content and relevance of one of the most popular contemporary training corpora for empathetic conversational agents: EmpatheticDialogues [23]. We provide a detailed qualitative breakdown of the corpus including the corpus creation methodology and point out some critical shortcomings of the corpus. Given the significance of the corpus as the only one of its kind at the moment, we also provide a quantitative comparison of EmpatheticDialogues to other contemporary small-talk corpora including DailyDialog and Persona-Chat, including conversation length, the ratio of conversant interaction, lexical choice, etc. With this analysis, we discuss the merit and implications of indicating a specific small-talk dialogue corpus is more empathetic than other small-talk corpora. Finally, we provide a new lens for developing conversational agents with empathetic engagement capabilities by augmenting existing dialogue datasets.","PeriodicalId":199967,"journal":{"name":"Proceedings of the 2nd Empathy-Centric Design Workshop","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Critical Analysis of EmpatheticDialogues as a Corpus for Empathetic Engagement\",\"authors\":\"Alok Debnath, Owen Conlan\",\"doi\":\"10.1145/3588967.3588973\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper aims to analyze the content and relevance of one of the most popular contemporary training corpora for empathetic conversational agents: EmpatheticDialogues [23]. We provide a detailed qualitative breakdown of the corpus including the corpus creation methodology and point out some critical shortcomings of the corpus. Given the significance of the corpus as the only one of its kind at the moment, we also provide a quantitative comparison of EmpatheticDialogues to other contemporary small-talk corpora including DailyDialog and Persona-Chat, including conversation length, the ratio of conversant interaction, lexical choice, etc. With this analysis, we discuss the merit and implications of indicating a specific small-talk dialogue corpus is more empathetic than other small-talk corpora. Finally, we provide a new lens for developing conversational agents with empathetic engagement capabilities by augmenting existing dialogue datasets.\",\"PeriodicalId\":199967,\"journal\":{\"name\":\"Proceedings of the 2nd Empathy-Centric Design Workshop\",\"volume\":\"20 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-04-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2nd Empathy-Centric Design Workshop\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3588967.3588973\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2nd Empathy-Centric Design Workshop","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3588967.3588973","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Critical Analysis of EmpatheticDialogues as a Corpus for Empathetic Engagement
This paper aims to analyze the content and relevance of one of the most popular contemporary training corpora for empathetic conversational agents: EmpatheticDialogues [23]. We provide a detailed qualitative breakdown of the corpus including the corpus creation methodology and point out some critical shortcomings of the corpus. Given the significance of the corpus as the only one of its kind at the moment, we also provide a quantitative comparison of EmpatheticDialogues to other contemporary small-talk corpora including DailyDialog and Persona-Chat, including conversation length, the ratio of conversant interaction, lexical choice, etc. With this analysis, we discuss the merit and implications of indicating a specific small-talk dialogue corpus is more empathetic than other small-talk corpora. Finally, we provide a new lens for developing conversational agents with empathetic engagement capabilities by augmenting existing dialogue datasets.
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