9 citations · 9 across the 5 of their papers we have counts for
5 papers
Fuzzy Fingerprinting Transformer Language-Models for Emotion Recognition in Conversations
Patrícia Pereira, Rui Ribeiro, Helena Moniz +2
Fuzzy Fingerprints have been successfully used as an interpretable text classification technique, but, like most other techniques, have been largely surpassed in performance by Lar…
PGTask: Introducing the Task of Profile Generation from Dialogues
Rui Ribeiro, Joao P. Carvalho, Luísa Coheur
Recent approaches have attempted to personalize dialogue systems by leveraging profile information into models. However, this knowledge is scarce and difficult to obtain, which mak…
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…
Question rewriting? Assessing its importance for conversational question answering
Gonçalo Raposo, Rui Ribeiro, Bruno Martins +1
In conversational question answering, systems must correctly interpret the interconnected interactions and generate knowledgeable answers, which may require the retrieval of releva…
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…