Argumentation schemes in AI: A literature review. Introduction to the special issue

F Macagno - 2021 - philpapers.org
Abstract Argumentation schemes [1–3] are a relatively recent notion that continues an
extremely ancient debate on one of the foundations of human reasoning, human …

[PDF][PDF] Transfer learning with sentence embeddings for argumentative evidence classification

D Liga, M Palmirani - 20th Workshop on Computational Models of …, 2020 - orbilu.uni.lu
This work describes a simple Transfer Learning methodology aiming at discriminating
evidences related to Argumentation Schemes using three different pre-trained neural …

Classifying argumentative stances of opposition using tree kernels

D Liga, M Palmirani - Proceedings of the 2019 2nd International …, 2019 - dl.acm.org
The approach proposed in this study aims to classify argumentative oppositions. A major
assumption of this work is that discriminating among different argumentative stances of …

Argumentation schemes as templates? Combining bottom-up and top-down knowledge representation

D Liga, M Palmirani - Workshop on Computational Models of Natural …, 2020 - orbilu.uni.lu
This paper describes a long-term research goal which aims at creating a middleware
interface between Argumentation Schemes and natural language. This idea comes from the …

Combining tree kernels and tree representations to classify argumentative stances

D Liga, M Palmirani - CEUR WORKSHOP PROCEEDINGS, 2020 - cris.unibo.it
This work investigates how the combination of different tree representations with different
Tree Kernel functions influences the results of the classifications in two specific case studies …

Introduction to the Special Issue. Douglas Walton and his contribution to argumentation theory

F Macagno, A Toniolo - Informal Logic, 2022 - research-repository.st-andrews.ac …
Douglas Walton's work is extremely vast, multifaceted, and interdisciplinary. He developed
theoretical proposals that have been used in disciplines that are not traditionally related to …

Hybrid Artificial Intelligence to Extract Patterns and Rules from Argumentative and Legal Texts

D Liga - 2022 - amsdottorato.unibo.it
This Thesis is composed of a collection of works written in the period 2019-2022, whose aim
is to find methodologies of Artificial Intelligence (AI) and Machine Learning to detect and …

Comparing Tree Kernels performances in argumentative evidence classification

D Liga - CLADAG 2019-Book of Short Papers, 2019 - orbilu.uni.lu
[en] The purpose of this study is to deploy a novel methodology for classifying argumentative
support (or evidence) in arguments. The methodology shows that Tree Kernel can …

Slippery Slopes Revisited

M Hinton - Studia Semiotyczne, 2020 - ceeol.com
The aims of this paper are to illustrate where previous attempts at the characterisation of
slippery slope arguments (SSAs) have gone wrong, to provide an analysis which better …

[PDF][PDF] USING TREE KERNELS

D Liga, M Palmirani - 2020 - scholar.archive.org
The approach proposed in this study aims to classify argumentative oppositions. A major
assumption of this work is that discriminating among different argumentative stances of …