Cover Image

An LLM-Based System for Argument Mining

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pirozelli, Paulo, Rocha, Victor Hugo Nascimento, Cozman, Fabio G., Aldred, Douglas
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks
by: Rocha, Victor Hugo Nascimento, et al.
Published: (2024)

A RAG-Based Institutional Assistant
by: Kuratomi, Gustavo, et al.
Published: (2025)

Assessing Logical Reasoning Capabilities of Encoder-Only Transformer Models
by: Pirozelli, Paulo, et al.
Published: (2023)

Question Answering with Texts and Tables through Deep Reinforcement Learning
by: José, Marcos M., et al.
Published: (2024)

Thomas Kuhn’s Philosophy of Language
by: Paulo Pirozelli
Published: (2020)

Understanding Enthymemes in Argument Maps: Bridging Argument Mining and Logic-based Argumentation
by: Ben-Naim, Jonathan, et al.
Published: (2024)

Infusing Prompts with Syntax and Semantics
by: Labate, Anton Bulle, et al.
Published: (2024)

In-Context Learning and Fine-Tuning GPT for Argument Mining
by: Cabessa, Jérémie, et al.
Published: (2024)

Medical Argument Mining: Exploitation of Scarce Data Using NLI Systems
by: Urruela, Maitane, et al.
Published: (2025)

Cross-lingual Argument Mining in the Medical Domain
by: Yeginbergen, Anar, et al.
Published: (2023)

Overview of the CAIL 2023 Argument Mining Track
by: Liang, Jingcong, et al.
Published: (2024)

Mining Legal Arguments to Study Judicial Formalism
by: Koref, Tomáš, et al.
Published: (2025)

End-to-End Argument Mining through Autoregressive Argumentative Structure Prediction
by: Das, Nilmadhab, et al.
Published: (2025)

Argument Mining as a Text-to-Text Generation Task
by: Kawarada, Masayuki, et al.
Published: (2026)

Large Language Models in Argument Mining: A Survey
by: Li, Hao, et al.
Published: (2025)

VivesDebate-Speech: A Corpus of Spoken Argumentation to Leverage Audio Features for Argument Mining
by: Ruiz-Dolz, Ramon, et al.
Published: (2023)

LLMs for Argument Mining: Detection, Extraction, and Relationship Classification of pre-defined Arguments in Online Comments
by: Guida, Matteo, et al.
Published: (2025)

Leveraging Small LLMs for Argument Mining in Education: Argument Component Identification, Classification, and Assessment
by: Favero, Lucile, et al.
Published: (2025)

End-to-End Argument Mining over Varying Rhetorical Structures
by: Chistova, Elena
Published: (2024)

A Hybrid Intelligence Method for Argument Mining
by: van der Meer, Michiel, et al.
Published: (2024)

Exploration of Marker-Based Approaches in Argument Mining through Augmented Natural Language
by: Das, Nilmadhab, et al.
Published: (2024)

Assessing Open-Source Large Language Models on Argumentation Mining Subtasks
by: Abkenar, Mohammad Yeghaneh, et al.
Published: (2024)

WIBA: What Is Being Argued? A Comprehensive Approach to Argument Mining
by: Irani, Arman, et al.
Published: (2024)

Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments
by: Feger, Marc, et al.
Published: (2025)

Winning with Less for Low Resource Languages: Advantage of Cross-Lingual English_Persian Argument Mining Model over LLM Augmentation
by: Jahan, Ali, et al.
Published: (2025)

Structural Dilemmas and Developmental Pathways of Legal Argument Mining in the Era of Artificial Intelligence
by: Liao, Xianglei, et al.
Published: (2026)

Unveiling Global Discourse Structures: Theoretical Analysis and NLP Applications in Argument Mining
by: van Le, Christopher
Published: (2025)

Diversity Over Size: On the Effect of Sample and Topic Sizes for Topic-Dependent Argument Mining Datasets
by: Schiller, Benjamin, et al.
Published: (2022)

ArgCMV: An Argument Summarization Benchmark for the LLM-era
by: Gurjar, Omkar, et al.
Published: (2025)

LAMUS: A Large-Scale Corpus for Legal Argument Mining from U.S. Caselaw using LLMs
by: Wang, Serene, et al.
Published: (2026)

Joint Effects of Argumentation Theory, Audio Modality and Data Enrichment on LLM-Based Fallacy Classification
by: Zhou, Hongxu, et al.
Published: (2025)

ArgLLM-App: An Interactive System for Argumentative Reasoning with Large Language Models
by: Dejl, Adam, et al.
Published: (2026)

LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems
by: Mok, Jisoo, et al.
Published: (2024)

Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot Techniques
by: Yeginbergen, Anar, et al.
Published: (2024)

Cognitive Alpha Mining via LLM-Driven Code-Based Evolution
by: Liu, Fengyuan, et al.
Published: (2025)

Evaluating LLM-Driven Summarisation of Parliamentary Debates with Computational Argumentation
by: Cunningham, Eoghan, et al.
Published: (2026)

Can Large Language Models perform Relation-based Argument Mining?
by: Gorur, Deniz, et al.
Published: (2024)

OpenDebateEvidence: A Massive-Scale Argument Mining and Summarization Dataset
by: Roush, Allen, et al.
Published: (2024)

Argument-Based Consistency in Toxicity Explanations of LLMs
by: Mothilal, Ramaravind Kommiya, et al.
Published: (2025)

Aspect-Based Opinion Summarization with Argumentation Schemes
by: Zhou, Wendi, et al.
Published: (2025)