Key Point Analysis via Contrastive Learning and Extractive Argument
Summarization

Key Point Analysis via Contrastive Learning and Extractive Argument Summarization

30 September 2021

Milad Alshomary

Timon Ziegenbein

Philipp Heinisch

Maximilian Spliethover

Philipp Cimiano

Martin Potthast

Henning Wachsmuth

Papers citing "Key Point Analysis via Contrastive Learning and Extractive Argument Summarization"

12 / 12 papers shown

Title
Argument Summarization and its Evaluation in the Era of Large Language Models Moritz Altemeyer Steffen Eger Johannes Daxenberger Tim Altendorf Philipp Cimiano Benjamin Schiller LM&MA ELM LRM 65 0 0 02 Mar 2025
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation Hao Li Yuping Wu Viktor Schlegel R. Batista-Navarro Tharindu Madusanka ... Jiayan Zeng Xiaochi Wang Xinran He Yizhi Li Goran Nenadic 23 6 0 05 Jun 2024
Enhancing Argument Summarization: Prioritizing Exhaustiveness in Key Point Generation and Introducing an Automatic Coverage Evaluation Metric Mohammad Khosravani Chenyang Huang Amine Trabelsi 27 1 0 17 Apr 2024
Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning Xiao Li Yong-jia Jiang Shen Huang Pengjun Xie Gong Cheng Fei Huang 43 1 0 17 Apr 2024
An Empirical Analysis of Diversity in Argument Summarization Michiel van der Meer Piek T. J. M. Vossen Catholijn M. Jonker P. Murukannaiah 8 6 0 02 Feb 2024
Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining Jingcong Liang Rong Ye Meng Han Qi Zhang Ruofei Lai Xinyu Zhang Zhao Cao Xuanjing Huang Zhongyu Wei 17 2 0 01 Dec 2023
Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation Hao Li Viktor Schlegel R. Batista-Navarro Goran Nenadic 13 6 0 25 May 2023
Cone: Unsupervised Contrastive Opinion Extraction Runcong Zhao Lin Gui Yulan He SSL 19 2 0 08 May 2023
From Judgement's Premises Towards Key Points Oren Sultan Rayen Dhahri Yauheni Mardan Tobias Eder Georg Groh 6 0 0 23 Dec 2022
Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction Michiel van der Meer Myrthe Reuver Urja Khurana Lea Krause Selene Báez Santamaría 28 14 0 19 Sep 2022
Overview of the 2021 Key Point Analysis Shared Task Roni Friedman Lena Dankin Yufang Hou R. Aharonov Yoav Katz Noam Slonim 8 22 0 20 Oct 2021
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 248 1,417 0 22 Aug 2019