66 citations · 117 across the 6 of their papers we have counts for
3 papers · 1 filter
On the Effects of Using word2vec Representations in Neural Networks for Dialogue Act Recognition
Christophe Cerisara, Pavel Kral, Ladislav Lenc
Dialogue act recognition is an important component of a large number of natural language processing pipelines. Many research works have been carried out in this area, but relativel…
Re-ranking for Writer Identification and Writer Retrieval
Simon Jordan, Mathias Seuret, Pavel Král +6
Automatic writer identification is a common problem in document analysis. State-of-the-art methods typically focus on the feature extraction step with traditional or deep-learning-…
Cross-lingual Approaches for Task-specific Dialogue Act Recognition
Jiří Martínek, Christophe Cerisara, Pavel Král +1
In this paper we exploit cross-lingual models to enable dialogue act recognition for specific tasks with a small number of annotations. We design a transfer learning approach for d…