CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization

F Kirstein, JP Wahle, B Gipp, T Ruas - Journal of Artificial Intelligence …, 2025 - jair.org
Abstractive dialogue summarization is the task of distilling conversations into informative
and concise summaries. Although focused reviews have been conducted on this topic, there …

Multiple References with Meaningful Variations Improve Literary Machine Translation

S Wu, J Wieting, DA Smith - arxiv preprint arxiv:2412.18707, 2024 - arxiv.org
While a source sentence can be translated in many ways, most machine translation (MT)
models are trained with only a single reference. Previous work has shown that using …

Towards Human Understanding of Paraphrase Types in Large Language Models

D Meier, JP Wahle, TL Ruas, B Gipp - Proceedings of the 31st …, 2025 - aclanthology.org
Paraphrases represent a human's intuitive ability to understand expressions presented in
various different ways. Current paraphrase evaluations of language models primarily use …