Search Results for author: Lorenzo De Mattei

Found 6 papers, 2 papers with code

Human Perception in Natural Language Generation

no code implementations ACL (GEM) 2021 Lorenzo De Mattei, Huiyuan Lai, Felice Dell’Orletta, Malvina Nissim

We ask subjects whether they perceive as human-produced a bunch of texts, some of which are actually human-written, while others are automatically generated.

Text Generation

On the interaction of automatic evaluation and task framing in headline style transfer

1 code implementation ACL (EvalNLGEval, INLG) 2020 Lorenzo De Mattei, Michele Cafagna, Huiyuan Lai, Felice Dell'Orletta, Malvina Nissim, Albert Gatt

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 metrics.

Style Transfer

Norm It! Lexical Normalization for Italian and Its Downstream Effects for Dependency Parsing

no code implementations LREC 2020 Rob van der Goot, Alan Ramponi, Tommaso Caselli, Michele Cafagna, Lorenzo De Mattei

However, for Italian, there is no benchmark available for lexical normalization, despite the presence of many benchmarks for other tasks involving social media data.

Dependency Parsing Lexical Normalization

GePpeTto Carves Italian into a Language Model

1 code implementation29 Apr 2020 Lorenzo De Mattei, Michele Cafagna, Felice Dell'Orletta, Malvina Nissim, Marco Guerini

We provide a thorough analysis of GePpeTto's quality by means of both an automatic and a human-based evaluation.

Language Modelling Sentence +1

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