Structural Dilemmas and Developmental Pathways of Legal Argument Mining in the Era of Artificial Intelligence
Fuente:
arXiv
Saved in:
| Main Authors: | Liao, Xianglei, Li, Chuanyi, Chen, Kun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Guidelines for the Annotation and Visualization of Legal Argumentation Structures in Chinese Judicial Decisions
by: Chen, Kun, et al.
Published: (2026)
by: Chen, Kun, et al.
Published: (2026)
Mining Legal Arguments to Study Judicial Formalism
by: Koref, Tomáš, et al.
Published: (2025)
by: Koref, Tomáš, et al.
Published: (2025)
A Hybrid Intelligence Method for Argument Mining
by: van der Meer, Michiel, et al.
Published: (2024)
by: van der Meer, Michiel, 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)
by: Wang, Serene, et al.
Published: (2026)
End-to-End Argument Mining through Autoregressive Argumentative Structure Prediction
by: Das, Nilmadhab, et al.
Published: (2025)
by: Das, Nilmadhab, et al.
Published: (2025)
End-to-End Argument Mining over Varying Rhetorical Structures
by: Chistova, Elena
Published: (2024)
by: Chistova, Elena
Published: (2024)
Large Language Models Meet Legal Artificial Intelligence: A Survey
by: Hou, Zhitian, et al.
Published: (2025)
by: Hou, Zhitian, et al.
Published: (2025)
Overview of the CAIL 2023 Argument Mining Track
by: Liang, Jingcong, et al.
Published: (2024)
by: Liang, Jingcong, et al.
Published: (2024)
An LLM-Based System for Argument Mining
by: Pirozelli, Paulo, et al.
Published: (2026)
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)
by: Ben-Naim, Jonathan, et al.
Published: (2024)
Unveiling Global Discourse Structures: Theoretical Analysis and NLP Applications in Argument Mining
by: van Le, Christopher
Published: (2025)
by: van Le, Christopher
Published: (2025)
Large Language Models in Argument Mining: A Survey
by: Li, Hao, et al.
Published: (2025)
by: Li, Hao, et al.
Published: (2025)
Cross-lingual Argument Mining in the Medical Domain
by: Yeginbergen, Anar, et al.
Published: (2023)
by: Yeginbergen, Anar, et al.
Published: (2023)
Argument Summarization and its Evaluation in the Era of Large Language Models
by: Altemeyer, Moritz, et al.
Published: (2025)
by: Altemeyer, Moritz, et al.
Published: (2025)
Argument Mining as a Text-to-Text Generation Task
by: Kawarada, Masayuki, et al.
Published: (2026)
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)
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)
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)
by: Favero, Lucile, et al.
Published: (2025)
Validity Arguments For Constructed Response Scoring Using Generative Artificial Intelligence Applications
by: Casabianca, Jodi M., et al.
Published: (2025)
by: Casabianca, Jodi M., et al.
Published: (2025)
In-Context Learning and Fine-Tuning GPT for Argument Mining
by: Cabessa, Jérémie, et al.
Published: (2024)
by: Cabessa, Jérémie, et al.
Published: (2024)
Assessing Open-Source Large Language Models on Argumentation Mining Subtasks
by: Abkenar, Mohammad Yeghaneh, et al.
Published: (2024)
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)
by: Irani, Arman, et al.
Published: (2024)
Medical Argument Mining: Exploitation of Scarce Data Using NLI Systems
by: Urruela, Maitane, et al.
Published: (2025)
by: Urruela, Maitane, 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)
by: Feger, Marc, et al.
Published: (2025)
ALARB: An Arabic Legal Argument Reasoning Benchmark
by: Shairah, Harethah Abu, et al.
Published: (2025)
by: Shairah, Harethah Abu, et al.
Published: (2025)
Statutory Construction and Interpretation for Artificial Intelligence
by: He, Luxi, et al.
Published: (2025)
by: He, Luxi, et al.
Published: (2025)
Language Games as the Pathway to Artificial Superhuman Intelligence
by: Wen, Ying, et al.
Published: (2025)
by: Wen, Ying, et al.
Published: (2025)
Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence
by: McIntosh, Timothy R., et al.
Published: (2024)
by: McIntosh, Timothy R., et al.
Published: (2024)
Diversity Over Size: On the Effect of Sample and Topic Sizes for Topic-Dependent Argument Mining Datasets
by: Schiller, Benjamin, et al.
Published: (2022)
by: Schiller, Benjamin, et al.
Published: (2022)
eagerlearners at SemEval2024 Task 5: The Legal Argument Reasoning Task in Civil Procedure
by: Sabzevari, Hoorieh, et al.
Published: (2024)
by: Sabzevari, Hoorieh, et al.
Published: (2024)
Intelligent Legal Assistant: An Interactive Clarification System for Legal Question Answering
by: Yao, Rujing, et al.
Published: (2025)
by: Yao, Rujing, et al.
Published: (2025)
Exploration of Marker-Based Approaches in Argument Mining through Augmented Natural Language
by: Das, Nilmadhab, et al.
Published: (2024)
by: Das, Nilmadhab, et al.
Published: (2024)
Leveraging Argument Structure to Predict Content Hatefulness
by: Ocampo, Nicolás Benjamín, et al.
Published: (2026)
by: Ocampo, Nicolás Benjamín, et al.
Published: (2026)
Argumentation in Waltz's "Emerging Structure of International Politics''
by: Wolska, Magdalena, et al.
Published: (2023)
by: Wolska, Magdalena, et al.
Published: (2023)
Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot Techniques
by: Yeginbergen, Anar, et al.
Published: (2024)
by: Yeginbergen, Anar, et al.
Published: (2024)
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?
by: Santosh, T. Y. S. S, et al.
Published: (2024)
by: Santosh, T. Y. S. S, et al.
Published: (2024)
Asking and Answering Questions to Extract Event-Argument Structures
by: Uddin, Md Nayem, et al.
Published: (2024)
by: Uddin, Md Nayem, et al.
Published: (2024)
CHECKWHY: Causal Fact Verification via Argument Structure
by: Si, Jiasheng, et al.
Published: (2024)
by: Si, Jiasheng, et al.
Published: (2024)
Can Large Language Models perform Relation-based Argument Mining?
by: Gorur, Deniz, et al.
Published: (2024)
by: Gorur, Deniz, et al.
Published: (2024)
Optimizing Legal Document Retrieval in Vietnamese with Semi-Hard Negative Mining
by: Le, Van-Hoang, et al.
Published: (2025)
by: Le, Van-Hoang, et al.
Published: (2025)
Similar Items
-
Guidelines for the Annotation and Visualization of Legal Argumentation Structures in Chinese Judicial Decisions
by: Chen, Kun, et al.
Published: (2026) -
Mining Legal Arguments to Study Judicial Formalism
by: Koref, Tomáš, et al.
Published: (2025) -
A Hybrid Intelligence Method for Argument Mining
by: van der Meer, Michiel, 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) -
End-to-End Argument Mining through Autoregressive Argumentative Structure Prediction
by: Das, Nilmadhab, et al.
Published: (2025)