Factors in Emotion Recognition With Deep Learning Models Using Speech and Text on Multiple Corpora
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3151551
Abstract: Emotion recognition performance of deep learning models is influenced by multiple factors such as acoustic condition, textual content, style of emotion expression (e.g. acted, natural), etc. In this paper, multiple factors are analysed by training… read more here.
Keywords: speech text; corpora; learning models; deep learning ... See more keywords
Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora
Sign Up to like & getrecommendations! Published in 2021 at "Computational Linguistics"
DOI: 10.1162/coli_a_00407
Abstract: Abstract Cross-document event coreference resolution (CDCR) is an NLP task in which mentions of events need to be identified and clustered throughout a collection of documents. CDCR aims to benefit downstream multidocument applications, but despite… read more here.
Keywords: system; coreference; corpora; corpus ... See more keywords
Linguistically-Based Comparison of Different Approaches to Building Corpora for Text Simplification: A Case Study on Italian
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2022.707630
Abstract: In this paper, we present an overview of existing parallel corpora for Automatic Text Simplification (ATS) in different languages focusing on the approach adopted for their construction. We make the main distinction between manual and… read more here.
Keywords: text simplification; corpora; comparison; simplification ... See more keywords