Dialogue summarization is an important task that requires to generate highlights for a
conversation from different aspects (eg, content of various speakers). While several studies …

While large language models (LLMs) like ChatGPT have shown impressive capabilities in
Natural Language Processing (NLP) tasks, a systematic investigation of their potential in this …

The disparity in the languages commonly studied in Natural Language Processing (NLP) is
typically reflected by referring to languages as low vs high-resourced. However, there is …

We investigate pre-training techniques for abstractive multi-document summarization (MDS),
which is much less studied than summarizing single documents. Though recent work has …

User reviews on e-commerce and review sites are crucial for making purchase decisions,
although creating detailed reviews is time-consuming and labor-intensive. In this study, we …

Chat dialogues contain considerable useful information about a speaker's interests,
preferences, and experiences. Thus, knowledge from open-domain chat dialogue can be …