Papers with PTCD
RPTCS: A Reinforced Persona-aware Topic-guiding Conversational System (2023.eacl-main)
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| Challenge: | Existing systems that control concept transitions in a conversation lack a persona-aware topic transition dataset. |
| Approach: | They propose a persona-aware topic-guiding conversational system that leads the conversation to drift to a set of target concepts depending on the persona of the speaker and the context of the conversation. |
| Outcome: | The proposed system produces fluent responses with no useful information and is based on a conversational dataset with a human-in-loop only quality checks. |