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

Showing 150 of 284 papers

TitleStatusHype
IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining TasksCode1
DebateSum: A large-scale argument mining and summarization datasetCode1
ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple SentencesCode1
Argumentative Link Prediction using Residual Networks and Multi-Objective LearningCode1
GrASP: A Library for Extracting and Exploring Human-Interpretable Textual PatternsCode1
Multi-Task Attentive Residual Networks for Argument MiningCode1
LESA: Linguistic Encapsulation and Semantic Amalgamation Based Generalised Claim Detection from Online ContentCode1
Detecting Arguments in CJEU Decisions on Fiscal State AidCode1
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument MiningCode1
AMPERSAND: Argument Mining for PERSuAsive oNline DiscussionsCode1
DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language ModelsCode1
ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument MiningCode1
Exploring the Potential of Large Language Models in Computational ArgumentationCode1
Mining Legal Arguments in Court DecisionsCode1
LawInstruct: A Resource for Studying Language Model Adaptation to the Legal DomainCode1
Identifying the Human Values behind ArgumentsCode1
M-Arg: Multimodal Argument Mining Dataset for Political Debates with Audio and TranscriptsCode1
Towards an Argument Mining Pipeline Transforming Texts to Argument GraphsCode1
Argument Mining Driven Analysis of Peer-ReviewsCode1
Exploring Key Point Analysis with Pairwise Generation and Graph PartitioningCode0
Enhancing Rhetorical Figure Annotation: An Ontology-Based Web Application with RAG IntegrationCode0
Exploring Morality in ArgumentationCode0
Annotation and Detection of Arguments in TweetsCode0
Don’t Drop the Topic - The Role of the Prompt in Argument Identification in Student WritingCode0
Dialo-AP: A Dependency Parsing Based Argument Parser for DialoguesCode0
Adapting Serious Game for Fallacious Argumentation to German: Pitfalls, Insights, and Best PracticesCode0
End-to-End Argument Mining over Varying Rhetorical StructuresCode0
Enhancing Legal Argument Mining with Domain Pre-training and Neural NetworksCode0
AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative ApproachCode0
Are Large Language Models Reliable Argument Quality Annotators?Code0
DESYR: Definition and Syntactic Representation Based Claim Detection on the WebCode0
DMON: A Simple yet Effective Approach for Argument Structure LearningCode0
EDU-AP: Elementary Discourse Unit based Argument ParserCode0
Data-Driven Detection of General Chiasmi Using Lexical and Semantic FeaturesCode0
Cross-lingual Argument Mining in the Medical DomainCode0
DebateKG: Automatic Policy Debate Case Creation with Semantic Knowledge GraphsCode0
Classifying Argumentative Relations Using Logical Mechanisms and Argumentation SchemesCode0
Categorizing Comparative SentencesCode0
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative StructuresCode0
Citizen Involvement in Urban Planning - How Can Municipalities Be Supported in Evaluating Public Participation Processes for Mobility Transitions?Code0
Classification and Clustering of Arguments with Contextualized Word EmbeddingsCode0
A Bayesian Approach for Sequence Tagging with CrowdsCode0
Active Learning for Argument Strength EstimationCode0
Cross-Lingual Argumentative Relation Identification: from English to PortugueseCode0
Data and models for stance and premise detection in COVID-19 tweets: insights from the Social Media Mining for Health (SMM4H) 2022 shared taskCode0
Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot TechniquesCode0
Automatic Analysis of Substantiation in Scientific Peer ReviewsCode0
Boundary Detection and Categorization of Argument Aspects via Supervised LearningCode0
Annotating Arguments in a Corpus of Opinion ArticlesCode0
A Streamlined Method for Sourcing Discourse-level Argumentation Annotations from the CrowdCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TACOmacro F185.06Unverified