SOTAVerified

Argument Mining

Argument Mining is a field of corpus-based discourse analysis that involves the automatic identification of argumentative structures in text.

Source: AMPERSAND: Argument Mining for PERSuAsive oNline Discussions

Papers

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Showing 26–50 of 284 papers

TitleStatusHype
Leveraging Small LLMs for Argument Mining in Education: Argument Component Identification, Classification, and Assessment—0
On the Suitability of pre-trained foundational LLMs for Analysis in German Legal Education—0
Enhancing Rhetorical Figure Annotation: An Ontology-Based Web Application with RAG IntegrationCode0
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges—0
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative StructuresCode0
HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents—0
Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis—0
Understanding Enthymemes in Argument Maps: Bridging Argument Mining and Logic-based Argumentation—0
KNOWCOMP POKEMON Team at DialAM-2024: A Two-Stage Pipeline for Detecting Relations in Dialogical Argument MiningCode0
Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot TechniquesCode0
OpenDebateEvidence: A Massive-Scale Argument Mining and Summarization Dataset—0
Overview of the CAIL 2023 Argument Mining Track—0
A Generative Marker Enhanced End-to-End Framework for Argument Mining—0
In-Context Learning and Fine-Tuning GPT for Argument MiningCode0
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and EvaluationCode0
Assisted Debate Builder with Large Language Models—0
DMON: A Simple yet Effective Approach for Argument Structure LearningCode0
WIBA: What Is Being Argued? A Comprehensive Approach to Argument MiningCode0
Exploring Key Point Analysis with Pairwise Generation and Graph PartitioningCode0
Are Large Language Models Reliable Argument Quality Annotators?Code0
A School Student Essay Corpus for Analyzing Interactions of Argumentative Structure and QualityCode0
Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents—0
TACO -- Twitter Arguments from COnversationsCode0
Efficient argument classification with compact language models and ChatGPT-4 refinements—0
A Hybrid Intelligence Method for Argument Mining—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TACOmacro F185.06—Unverified