Feb 2, 2024 · We introduce three aspects of diversity: those of opinions, annotators, and sources. We evaluate approaches to a popular argument summarization task called Key ...

We introduce three aspects of diversity: those of opinions, annotators, and sources. We evaluate approaches to a popular argument summarization task called Key ...

Feb 2, 2024 · This work evaluates approaches to a popular argument summarization task called Key Point Analysis, which shows how these approaches struggle ...

Measuring bias in generated summaries has seen recent interest, specifically acknowledging that diverse opinions should be taken into account. (Huang et al., ...

My EACL '24 paper on whether NLP models, including LLMs, are able to represent diversity among opinions when they are tasked with summarizing them.

Current argument summarization approaches miss an important facet of this task-capturing diversity-which is important for accommodating multiple perspectives.

An empirical analysis of diversity in argument summarization. Article in monograph or in proceedings. All authors: Meer, M.T. van der; Vossen, P.T.J.M.; Jonker ...

An Empirical Analysis of Diversity in Argument Summarization. Michiel Van Der Meer | Piek Vossen | Catholijn Jonker | Pradeep Murukannaiah | ...

Jan 18, 2024 · My work "An Empirical Analysis of Diversity in Argument Summarization" has been accepted as main conference paper at #EACL2024 , excited to ...

Jun 7, 2023 · We study bias in opinion summarisation from the perspective of opinion diversity, which measures whether the model generated summary can cover a ...