2 papers
cs.CL2022
SUMBot: Summarizing Context in Open-Domain Dialogue Systems
Rui Ribeiro, Luísa Coheur
In this paper, we investigate the problem of including relevant information as context in open-domain dialogue systems. Most models struggle to identify and incorporate important k…
cs.CL2021
Domain Adaptation in Dialogue Systems using Transfer and Meta-Learning
Rui Ribeiro, Alberto Abad, José Lopes
Current generative-based dialogue systems are data-hungry and fail to adapt to new unseen domains when only a small amount of target data is available. Additionally, in real-world…