QualiAssistant: Extracting Qualia Structures from Texts

no code implementations • ArgMining (ACL) 2022 • Manuel Biertz, Lorik Dumani, Markus Nilles, Björn Metzler, Ralf Schenkel

In this paper, we present QualiAssistant, a free and open-source system written in Java for identification and extraction of Qualia structures from any natural language texts having many application scenarios such as argument mining or creating dictionaries.

Argument Mining Information Retrieval +3

Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs

no code implementations • 8 Jun 2020 • Mirko Lenz, Premtim Sahitaj, Sean Kallenberg, Christopher Coors, Lorik Dumani, Ralf Schenkel, Ralph Bergmann

This paper targets the automated extraction of components of argumentative information and their relations from natural language text.

Argument Mining

Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model

no code implementations • 23 Apr 2020 • Stefan Ollinger, Lorik Dumani, Premtim Sahitaj, Ralph Bergmann, Ralf Schenkel

Research on computational argumentation is currently being intensively investigated.

Argument Mining Classification +2