216 citations · 382 across the 31 of their papers we have counts for
6 papers · 2 filters
Dead or Murdered? Predicting Responsibility Perception in Femicide News Reports
Gosse Minnema, Sara Gemelli, Chiara Zanchi +2
Different linguistic expressions can conceptualize the same event from different viewpoints by emphasizing certain participants over others. Here, we investigate a case where this…
Multi-Figurative Language Generation
Huiyuan Lai, Malvina Nissim
Figurative language generation is the task of reformulating a given text in the desired figure of speech while still being faithful to the original context. We take the first step…
Human Judgement as a Compass to Navigate Automatic Metrics for Formality Transfer
Huiyuan Lai, Jiali Mao, Antonio Toral +1
Although text style transfer has witnessed rapid development in recent years, there is as yet no established standard for evaluation, which is performed using several automatic met…
Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer
Huiyuan Lai, Antonio Toral, Malvina Nissim
We exploit the pre-trained seq2seq model mBART for multilingual text style transfer. Using machine translated data as well as gold aligned English sentences yields state-of-the-art…
SOCIOFILLMORE: A Tool for Discovering Perspectives
Gosse Minnema, Sara Gemelli, Chiara Zanchi +2
SOCIOFILLMORE is a multilingual tool which helps to bring to the fore the focus or the perspective that a text expresses in depicting an event. Our tool, whose rationale we also su…
IT5: Text-to-text Pretraining for Italian Language Understanding and Generation
Gabriele Sarti, Malvina Nissim
We introduce IT5, the first family of encoder-decoder transformer models pretrained specifically on Italian. We document and perform a thorough cleaning procedure for a large Itali…