6 citations · 12 across the 5 of their papers we have counts for
6 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…
Context-Dependent Embedding Utterance Representations for Emotion Recognition in Conversations
Patrícia Pereira, Helena Moniz, Isabel Dias +1
Emotion Recognition in Conversations (ERC) has been gaining increasing importance as conversational agents become more and more common. Recognizing emotions is key for effective co…
A Simple Feature Method for Prosody Rhythm Comparison
Mariana Julião, Alberto Abad, Helena Moniz
Of all components of Prosody, Rhythm has been regarded as the hardest to address, as it is utterly linked to Pitch and Intensity. Nevertheless, Rhythm is a very good indicator of a…
Deep Emotion Recognition in Textual Conversations: A Survey
Patrícia Pereira, Helena Moniz, Joao Paulo Carvalho
Emotion Recognition in Conversations (ERC) is a key step towards successful human-machine interaction. While the field has seen tremendous advancement in the last few years, new ap…
Retrieval Augmentation for Deep Neural Networks
Rita Parada Ramos, Patrícia Pereira, Helena Moniz +2
Deep neural networks have achieved state-of-the-art results in various vision and/or language tasks. Despite the use of large training datasets, most models are trained by iteratin…
Towards Using Machine Translation Techniques to Induce Multilingual Lexica of Discourse Markers
António Lopes, David Martins de Matos, Vera Cabarrão +4
Discourse markers are universal linguistic events subject to language variation. Although an extensive literature has already reported language specific traits of these events, lit…