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Papers
Arg-LLaDA: Argument Summarization via Large Language Diffusion Models and Sufficiency-Aware Refinement
ACL 2026
ArgCMV: An Argument Summarization Benchmark for the LLM-era
EMNLP 2025
Argument Summarization and its Evaluation in the Era of Large Language Models
EMNLP 2025
BriefMe: A Legal NLP Benchmark for Assisting with Legal Briefs
ACL 2025
An Empirical Analysis of Diversity in Argument Summarization
EACL 2024
Enhancing Argument Summarization: Prioritizing Exhaustiveness in Key Point Generation and Introducing an Automatic Coverage Evaluation Metric
NAACL 2024
Artificial Intelligence at the Service of Society to Analyse Human Arguments
AAAI 2023
Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation
ACL 2023
Key Point Analysis via Contrastive Learning and Extractive Argument Summarization
EMNLP 2021
From Arguments to Key Points: Towards Automatic Argument Summarization
ACL 2020
Quantitative argument summarization and beyond: Cross-domain key point analysis
EMNLP 2020