Do you hear the people sing? key point analysis via iterative clustering and abstractive summarisation
Argument summarisation is a promising but currently under-explored field. Recent work has
aimed to provide textual summaries in the form of concise and salient short texts, ie, key …
aimed to provide textual summaries in the form of concise and salient short texts, ie, key …
An empirical analysis of diversity in argument summarization
Presenting high-level arguments is a crucial task for fostering participation in online societal
discussions. Current argument summarization approaches miss an important facet of this …
discussions. Current argument summarization approaches miss an important facet of this …
Overview of the 2021 key point analysis shared task
We describe the 2021 Key Point Analysis (KPA-2021) shared task on key point analysis that
we organized as a part of the 8th Workshop on Argument Mining (ArgMining 2021) at …
we organized as a part of the 8th Workshop on Argument Mining (ArgMining 2021) at …
Bridging argument quality and deliberative quality annotations with adapters
N Falk, G Lapesa - Findings of the Association for Computational …, 2023 - aclanthology.org
Assessing the quality of an argument is a complex, highly subjective task, influenced by
heterogeneous factors (eg, prior beliefs of the annotators, topic, domain, and application) …
heterogeneous factors (eg, prior beliefs of the annotators, topic, domain, and application) …
Will it blend? mixing training paradigms & prompting for argument quality prediction
This paper describes our contributions to the Shared Task of the 9th Workshop on Argument
Mining (2022). Our approach uses Large Language Models for the task of Argument Quality …
Mining (2022). Our approach uses Large Language Models for the task of Argument Quality …
Understanding fallacious reasoning via detecting moves of motivated criticism in Argument Continuity—a new strategy of circular reasoning in coping responses to …
O Pimenova - Argumentation and Advocacy, 2024 - Taylor & Francis
Abstract Reasoning asymmetry arises when biased argument production aligns with biased
argument evaluation by the same arguer, a phenomenon commonly termed motivated …
argument evaluation by the same arguer, a phenomenon commonly termed motivated …
Cone: Unsupervised Contrastive Opinion Extraction
Contrastive opinion extraction aims to extract a structured summary or key points organised
as positive and negative viewpoints towards a common aspect or topic. Most recent works …
as positive and negative viewpoints towards a common aspect or topic. Most recent works …
Key point generation as an instrument for generating core statements of a political debate on Twitter
P Ehnert, J Schröter - Frontiers in Artificial Intelligence, 2024 - frontiersin.org
Identifying key statements in large volumes of short, user-generated texts is essential for
decision-makers to quickly grasp their key content. To address this need, this research …
decision-makers to quickly grasp their key content. To address this need, this research …
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation
With the recent advances of large language models (LLMs), it is no longer infeasible to build
an automated debate system that helps people to synthesise persuasive arguments …
an automated debate system that helps people to synthesise persuasive arguments …
Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning
Key Point Analysis (KPA), the summarization of multiple arguments into a concise collection
of key points, continues to be a significant and unresolved issue within the field of argument …
of key points, continues to be a significant and unresolved issue within the field of argument …