Search Results for author: Huiyuan Lai

Found 12 papers, 10 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

Responsibility Perspective Transfer for Italian Femicide News

1 code implementation1 Jun 2023 Gosse Minnema, Huiyuan Lai, Benedetta Muscato, Malvina Nissim

Different ways of linguistically expressing the same real-world event can lead to different perceptions of what happened.

Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation

1 code implementation31 May 2023 Chunliu Wang, Huiyuan Lai, Malvina Nissim, Johan Bos

Pre-trained language models (PLMs) have achieved great success in NLP and have recently been used for tasks in computational semantics.

Cross-Lingual Transfer DRS Parsing +2

Multilingual Multi-Figurative Language Detection

1 code implementation31 May 2023 Huiyuan Lai, Antonio Toral, Malvina Nissim

Figures of speech help people express abstract concepts and evoke stronger emotions than literal expressions, thereby making texts more creative and engaging.

Language Modelling Sentence

Multidimensional Evaluation for Text Style Transfer Using ChatGPT

1 code implementation26 Apr 2023 Huiyuan Lai, Antonio Toral, Malvina Nissim

We investigate the potential of ChatGPT as a multidimensional evaluator for the task of \emph{Text Style Transfer}, alongside, and in comparison to, existing automatic metrics as well as human judgements.

Style Transfer Text Style Transfer

Multi-Figurative Language Generation

1 code implementation COLING 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 Sentence +1

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

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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