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Main Authors:	Abkenar, Mohammad Yeghaneh, Wang, Weixing, Graupner, Hendrik, Stede, Manfred
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2411.05639
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Large Language Models in Argument Mining: A Survey
by: Li, Hao, et al.
Published: (2025)

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

Assessing the Performance of Chinese Open Source Large Language Models in Information Extraction Tasks
by: Cai, Yida, et al.
Published: (2024)

An LLM-Based System for Argument Mining
by: Pirozelli, Paulo, et al.
Published: (2026)

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

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

Retrieval Augmented Generation based Large Language Models for Causality Mining
by: Naduvilakandy, Thushara Manjari, et al.
Published: (2025)

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

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

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

"I'd Like to Have an Argument, Please": Argumentative Reasoning in Large Language Models
by: de Wynter, Adrian, et al.
Published: (2023)

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

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

Leveraging Open-Source Large Language Models for Native Language Identification
by: Ng, Yee Man, et al.
Published: (2024)

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

Exploring the Potential of Large Language Models in Computational Argumentation
by: Chen, Guizhen, et al.
Published: (2023)

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

Benchmarking Open-Source Large Language Models for Persian in Zero-Shot and Few-Shot Learning
by: Cherakhloo, Mahdi, et al.
Published: (2025)

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

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)

OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models
by: Wang, Jun, et al.
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)

Analysis of Argument Structure Constructions in the Large Language Model BERT
by: Ramezani, Pegah, et al.
Published: (2024)

Argument Summarization and its Evaluation in the Era of Large Language Models
by: Altemeyer, Moritz, et al.
Published: (2025)

Detecting Winning Arguments with Large Language Models and Persuasion Strategies
by: Labruna, Tiziano, et al.
Published: (2026)

ELYADATA & LIA at NADI 2025: ASR and ADI Subtasks
by: Elleuch, Haroun, et al.
Published: (2025)

InternLM-Law: An Open Source Chinese Legal Large Language Model
by: Fei, Zhiwei, et al.
Published: (2024)

AuditWen:An Open-Source Large Language Model for Audit
by: Huang, Jiajia, et al.
Published: (2024)

A Foundational Individual Mobility Prediction Model based on Open-Source Large Language Models
by: Qin, Zhenlin, et al.
Published: (2025)

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

OpenEthics: A Comprehensive Ethical Evaluation of Open-Source Generative Large Language Models
by: Özen, Yıldırım, et al.
Published: (2025)

An Open Source Data Contamination Report for Large Language Models
by: Li, Yucheng, et al.
Published: (2023)

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

MiningGPT -- A Domain-Specific Large Language Model for the Mining Industry
by: Demartini, Kurukulasooriya Fernando ana Gianluca
Published: (2024)

Argument Quality Assessment in the Age of Instruction-Following Large Language Models
by: Wachsmuth, Henning, et al.
Published: (2024)

Echoes of Agreement: Argument Driven Opinion Shifts in Large Language Models
by: Kaur, Avneet
Published: (2025)

Compute-Accuracy Pareto Frontiers for Open-Source Reasoning Large Language Models
by: Prucs, Ákos, et al.
Published: (2025)

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