Search Results for author: Huiyuan Lai

Found 7 papers, 6 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

Multi-Figurative Language Generation

1 code implementation5 Sep 2022 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.

Language Modelling Text Generation

Human Judgement as a Compass to Navigate Automatic Metrics for Formality Transfer

1 code implementation HumEval (ACL) 2022 Huiyuan Lai, Jiali Mao, Antonio Toral, Malvina Nissim

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 metrics, lacking the possibility of always resorting to human judgement.

Navigate Style Transfer +1

Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer

1 code implementation ACL 2021 Huiyuan Lai, Antonio Toral, Malvina Nissim

Scarcity of parallel data causes formality style transfer models to have scarce success in preserving content.

Style Transfer

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

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