{"title":"Facebook AI应用研究中的会话AI努力","authors":"A. Geramifard","doi":"10.1145/3475959.3478678","DOIUrl":null,"url":null,"abstract":"The goal of the conversational AI team at Facebook AI Applied Research team is to create AI driven dialog capabilities with the augmented/virtual reality product focus. This talk provides an overview of our recent efforts on data collection, multimodal dialog, pipelined model-based policies and end-to-end architectures.","PeriodicalId":346594,"journal":{"name":"Proceedings of the 2nd ACM Multimedia Workshop on Multimodal Conversational AI","volume":"2014 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Conversational AI Efforts within Facebook AI Applied Research\",\"authors\":\"A. Geramifard\",\"doi\":\"10.1145/3475959.3478678\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The goal of the conversational AI team at Facebook AI Applied Research team is to create AI driven dialog capabilities with the augmented/virtual reality product focus. This talk provides an overview of our recent efforts on data collection, multimodal dialog, pipelined model-based policies and end-to-end architectures.\",\"PeriodicalId\":346594,\"journal\":{\"name\":\"Proceedings of the 2nd ACM Multimedia Workshop on Multimodal Conversational AI\",\"volume\":\"2014 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2nd ACM Multimedia Workshop on Multimodal Conversational AI\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3475959.3478678\",\"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 ACM Multimedia Workshop on Multimodal Conversational AI","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3475959.3478678","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Conversational AI Efforts within Facebook AI Applied Research
The goal of the conversational AI team at Facebook AI Applied Research team is to create AI driven dialog capabilities with the augmented/virtual reality product focus. This talk provides an overview of our recent efforts on data collection, multimodal dialog, pipelined model-based policies and end-to-end architectures.
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