3 citations · 6 across the 5 of their papers we have counts for
5 papers
Towards End-to-end Speech-to-text Summarization
Raul Monteiro, Diogo Pernes
Speech-to-text (S2T) summarization is a time-saving technique for filtering and keeping up with the broadcast news uploaded online on a daily basis. The rise of large language mode…
Improving abstractive summarization with energy-based re-ranking
Diogo Pernes, Afonso Mendes, André F. T. Martins
Current abstractive summarization systems present important weaknesses which prevent their deployment in real-world applications, such as the omission of relevant information and t…
Tackling unsupervised multi-source domain adaptation with optimism and consistency
Diogo Pernes, Jaime S. Cardoso
It has been known for a while that the problem of multi-source domain adaptation can be regarded as a single source domain adaptation task where the source domain corresponds to a…
SpaMHMM: Sparse Mixture of Hidden Markov Models for Graph Connected Entities
Diogo Pernes, Jaime S. Cardoso
We propose a framework to model the distribution of sequential data coming from a set of entities connected in a graph with a known topology. The method is based on a mixture of sh…
Dimensional emotion recognition using visual and textual cues
Pedro M. Ferreira, Diogo Pernes, Kelwin Fernandes +2
This paper addresses the problem of automatic emotion recognition in the scope of the One-Minute Gradual-Emotional Behavior challenge (OMG-Emotion challenge). The underlying object…