Papers by Tomohito Kasahara
Building a Personalized Dialogue System with Prompt-Tuning (2022.naacl-srw)
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| Challenge: | We build a dialogue system that can respond based on a given character setting (persona) this method is not suitable because the more persona information is added, the longer the input text becomes. |
| Approach: | They propose to use prompt-tuning to build a dialogue system that responds based on a persona . they conduct automatic and manual evaluations on English and Japanese . |
| Outcome: | The proposed method can build a dialogue system with more natural responses with less computational resources than fine-tuning. |