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 201–250 of 284 papers

TitleStatusHype
Joker at SemEval-2018 Task 12: The Argument Reasoning Comprehension with Neural Attention—0
Leveraging Small LLMs for Argument Mining in Education: Argument Component Identification, Classification, and Assessment—0
Lexicon Guided Attentive Neural Network Model for Argument Mining—0
Lightly-Supervised Modeling of Argument Persuasiveness—0
LLMs for Argument Mining: Detection, Extraction, and Relationship Classification of pre-defined Arguments in Online Comments—0
Automatic Analysis of Substantiation in Scientific Peer ReviewsCode0
A Bayesian Approach for Sequence Tagging with CrowdsCode0
Boundary Detection and Categorization of Argument Aspects via Supervised LearningCode0
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field StudyCode0
GRhOOT: Ontology of Rhetorical Figures in GermanCode0
Have my arguments been replied to? Argument Pair Extraction as Machine Reading ComprehensionCode0
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and EvaluationCode0
Multimodal Argument Mining: A Case Study in Political DebatesCode0
Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining?Code0
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative StructuresCode0
Categorizing Comparative SentencesCode0
Active Learning for Argument Strength EstimationCode0
Are Large Language Models Reliable Argument Quality Annotators?Code0
Citizen Involvement in Urban Planning - How Can Municipalities Be Supported in Evaluating Public Participation Processes for Mobility Transitions?Code0
Tree-Constrained Graph Neural Networks For Argument MiningCode0
Classification and Clustering of Arguments with Contextualized Word EmbeddingsCode0
Classifying Argumentative Relations Using Logical Mechanisms and Argumentation SchemesCode0
A Cascade Model for Argument Mining in Japanese Political Discussions: the QA Lab-PoliInfo-3 Case StudyCode0
AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative ApproachCode0
ImageArg: A Multi-modal Tweet Dataset for Image Persuasiveness MiningCode0
Spurious Correlations in Cross-Topic Argument MiningCode0
Extracting Arguments from Korean Question and Command: An Annotated Corpus for Structured ParaphrasingCode0
A Streamlined Method for Sourcing Discourse-level Argumentation Annotations from the CrowdCode0
In-Context Learning and Fine-Tuning GPT for Argument MiningCode0
WIBA: What Is Being Argued? A Comprehensive Approach to Argument MiningCode0
Unit Segmentation of Argumentative TextsCode0
Cross-Lingual Argumentative Relation Identification: from English to PortugueseCode0
Cross-lingual Argument Mining in the Medical DomainCode0
TACO -- Twitter Arguments from COnversationsCode0
Diversity Over Size: On the Effect of Sample and Topic Sizes for Topic-Dependent Argument Mining DatasetsCode0
Reports of personal experiences and stories in argumentation: datasets and analysisCode0
TARGER: Neural Argument Mining at Your FingertipsCode0
Data and models for stance and premise detection in COVID-19 tweets: insights from the Social Media Mining for Health (SMM4H) 2022 shared taskCode0
Data-Driven Detection of General Chiasmi Using Lexical and Semantic FeaturesCode0
Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign DebatesCode0
DebateKG: Automatic Policy Debate Case Creation with Semantic Knowledge GraphsCode0
Assessing Convincingness of Arguments in Online Debates with Limited Number of FeaturesCode0
Is Your Perspective Also My Perspective? Enriching Prediction with SubjectivityCode0
Aspect-Based Argument MiningCode0
"I'd Like to Have an Argument, Please": Argumentative Reasoning in Large Language ModelsCode0
DESYR: Definition and Syntactic Representation Based Claim Detection on the WebCode0
A School Student Essay Corpus for Analyzing Interactions of Argumentative Structure and QualityCode0
Dialo-AP: A Dependency Parsing Based Argument Parser for DialoguesCode0
Overview of ImageArg-2023: The First Shared Task in Multimodal Argument MiningCode0
DMON: A Simple yet Effective Approach for Argument Structure LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TACOmacro F185.06—Unverified