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May, 2023
多任务端到端训练改善对话式推荐
Multi-Task End-to-End Training Improves Conversational Recommendation
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Naveen Ram, Dima Kuzmin, Ellie Ka In Chio, Moustafa Farid Alzantot, Santiago Ontanon...
TL;DR
本文基于T5文本转文本的transformer模型,将多任务端到端模型应用于对话推荐任务,实现了推荐相关项目和生成对话的双重目标,其中多任务学习和来自ReDIAL数据集的探针研究得到了应用。
Abstract
In this paper, we analyze the performance of a multitask end-to-end
transformer model
on the task of
conversational recommendations
, which aim to provide recommendations based on a user's explicit preferences exp
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