1 code implementation • 29 Nov 2023 • Simão Gonçalves, Gonçalo Correia, Diogo Pernes, Afonso Mendes
The centroid method is a simple approach for extractive multi-document summarization and many improvements to its pipeline have been proposed.
1 code implementation • 6 Jun 2023 • Raul Monteiro, Diogo Pernes
We model S2T summarization both with a cascade and an E2E system for a corpus of broadcast news in French.
1 code implementation • 27 Oct 2022 • 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 the generation of factual inconsistencies (also known as hallucinations).
1 code implementation • 29 Sep 2020 • 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 mixture of the original source domains.
1 code implementation • 31 Mar 2019 • 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.
no code implementations • 3 May 2018 • Pedro M. Ferreira, Diogo Pernes, Kelwin Fernandes, Ana Rebelo, Jaime S. Cardoso
This paper addresses the problem of automatic emotion recognition in the scope of the One-Minute Gradual-Emotional Behavior challenge (OMG-Emotion challenge).