Author

Patricia Martín-Rodilla

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#natural language process... Preprint Sep 2026

Argument Structure Prediction in Online Conversations: A Comparative Study of Modeling Paradigms and Task Architectures

Argument structure prediction (ASP) constructs complete argument structures from discourse by identifying argumentative units and their relations. While recent work has explored diverse approaches---including unified neural models, multi-step pipelines, and prompt-based large language models (LLMs)---their relative tra...

Siddharth Bhargava, Sara Tonelli, Patricia Martín-Rodilla et al. · 0 citations

#natural language process... Review Sep 2026

Designing and Analysing Argument Mining Pipelines: Towards a Comprehensive Assessment

Argument Mining (AM) transforms natural language into its underlying argument structures. This transformation is typically realized through a sequence of AM tasks that form an end-to-end AM pipeline. However, AM approaches often differ in how they conceptualize these tasks, making direct comparisons between them diffic...

Siddharth Bhargava, Sara Tonelli, Patricia Martín-Rodilla · 0 citations