50 citations · 66 across the 8 of their papers we have counts for
13 papers · 1 filter
On the interaction of automatic evaluation and task framing in headline style transfer
Lorenzo De Mattei, Michele Cafagna, Huiyuan Lai +3
An ongoing debate in the NLG community concerns the best way to evaluate systems, with human evaluation often being considered the most reliable method, compared to corpus-based me…
Datasets and Models for Authorship Attribution on Italian Personal Writings
Gaetana Ruggiero, Albert Gatt, Malvina Nissim
Existing research on Authorship Attribution (AA) focuses on texts for which a lot of data is available (e.g novels), mainly in English. We approach AA via Authorship Verification o…
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias
Marion Bartl, Malvina Nissim, Albert Gatt
Contextualized word embeddings have been replacing standard embeddings as the representational knowledge source of choice in NLP systems. Since a variety of biases have previously…
MASRI-HEADSET: A Maltese Corpus for Speech Recognition
Carlos Mena, Albert Gatt, Andrea DeMarco +4
Maltese, the national language of Malta, is spoken by approximately 500,000 people. Speech processing for Maltese is still in its early stages of development. In this paper, we pre…
Visuallly Grounded Generation of Entailments from Premises
Somaye Jafaritazehjani, Albert Gatt, Marc Tanti
Natural Language Inference (NLI) is the task of determining the semantic relationship between a premise and a hypothesis. In this paper, we focus on the {\em generation} of hypothe…
You Write Like You Eat: Stylistic variation as a predictor of social stratification
Angelo Basile, Albert Gatt, Malvina Nissim
Inspired by Labov's seminal work on stylistic variation as a function of social stratification, we develop and compare neural models that predict a person's presumed socio-economic…