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Meet your favorite character: Open-domain chatbot mimicking fictional characters with only a few utterances
In this paper, we consider mimicking fictional characters as a promising direction for building
engaging conversation models. To this end, we present a new practical task where only a …
engaging conversation models. To this end, we present a new practical task where only a …
Arabic Text Formality Modification: A Review and Future Research Directions
Formality transfer seeks to adjust text formality without altering its core meaning, which
carries substantial implications across diverse domains like machine translation, dialogue …
carries substantial implications across diverse domains like machine translation, dialogue …
A text style transfer system for reducing the physician–patient expertise gap: An analysis with automatic and human evaluations
Physicians and patients often come from different backgrounds and have varying levels of
education, which can result in communication difficulties in the healthcare process. To …
education, which can result in communication difficulties in the healthcare process. To …
A call for standardization and validation of text style transfer evaluation
Text Style Transfer (TST) evaluation is, in practice, inconsistent. Therefore, we conduct a
meta-analysis on human and automated TST evaluation and experimentation that …
meta-analysis on human and automated TST evaluation and experimentation that …
Multilingual pre-training with language and task adaptation for multilingual text style transfer
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 …
machine translated data as well as gold aligned English sentences yields state-of-the-art …
Human judgement as a compass to navigate automatic metrics for formality transfer
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 …
no established standard for evaluation, which is performed using several automatic metrics …
Multi-figurative language generation
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 towards multi …
of speech while still being faithful to the original context. We take the first step towards multi …
MSSRNet: Manipulating sequential style representation for unsupervised text style transfer
Unsupervised text style transfer task aims to rewrite a text into target style while preserving
its main content. Traditional methods rely on the use of a fixed-sized vector to regulate text …
its main content. Traditional methods rely on the use of a fixed-sized vector to regulate text …
A study on manual and automatic evaluation for text style transfer: The case of detoxification
It is often difficult to reliably evaluate models which generate text. Among them, text style
transfer is a particularly difficult to evaluate, because its success depends on a number of …
transfer is a particularly difficult to evaluate, because its success depends on a number of …
Responsibility perspective transfer for Italian femicide news
Different ways of linguistically expressing the same real-world event can lead to different
perceptions of what happened. Previous work has shown that different descriptions of …
perceptions of what happened. Previous work has shown that different descriptions of …