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…
Simple LLM Prompting is State-of-the-Art for Robust and Multilingual Dialogue Evaluation
John Mendonça, Patrícia Pereira, Helena Moniz +3
Despite significant research effort in the development of automatic dialogue evaluation metrics, little thought is given to evaluating dialogues other than in English. At the same…
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…
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…
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…