Overview of the 2021 Key Point Analysis Shared Task

10/20/2021

∙

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 EMNLP 2021. We outline various approaches and discuss the results of the shared task. We expect the task and the findings reported in this paper to be relevant for researchers working on text summarization and argument mining.

READ FULL TEXT

Overview of the 2021 Key Point Analysis Shared Task

Key Point Analysis via Contrastive Learning and Extractive Argument Summarization

Will It Blend? Mixing Training Paradigms Prompting for Argument Quality Prediction

Multi-Task Learning Improves Performance In Deep Argument Mining Models

Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2022): Workshop and Shared Task Report

CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing

Team Hitachi @ AutoMin 2021: Reference-free Automatic Minuting Pipeline with Argument Structure Construction over Topic-based Summarization

A Report on the 2020 Sarcasm Detection Shared Task

Overview of the 2021 Key Point Analysis Shared Task

Related Research

Key Point Analysis via Contrastive Learning and Extractive Argument Summarization

Will It Blend? Mixing Training Paradigms Prompting for Argument Quality Prediction

Multi-Task Learning Improves Performance In Deep Argument Mining Models

Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2022): Workshop and Shared Task Report

CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing

Team Hitachi @ AutoMin 2021: Reference-free Automatic Minuting Pipeline with Argument Structure Construction over Topic-based Summarization

A Report on the 2020 Sarcasm Detection Shared Task