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 101–125 of 284 papers

TitleStatusHype
Budget Argument Mining Dataset Using Japanese Minutes from the National Diet and Local Assemblies—0
Diversity Over Size: On the Effect of Sample and Topic Sizes for Topic-Dependent Argument Mining DatasetsCode0
Towards a Holistic View on Argument Quality Prediction—0
Reports of personal experiences and stories in argumentation: datasets and analysisCode0
Have my arguments been replied to? Argument Pair Extraction as Machine Reading ComprehensionCode0
Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining?Code0
Enhancing Legal Argument Mining with Domain Pre-training and Neural NetworksCode0
Inferring Inferences: Relational Propositions for Argument Mining—0
Team Hitachi @ AutoMin 2021: Reference-free Automatic Minuting Pipeline with Argument Structure Construction over Topic-based Summarization—0
Can Domain Pre-training Help Interdisciplinary Researchers from Data Annotation Poverty? A Case Study of Legal Argument Mining with BERT-based Transformers—0
A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks—0
Sharper Reasons: Argument Mining Leveraged with Confluent Knowledge—0
Investigating Logic Tensor Networks for Neural-Symbolic Argument Mining—0
Multi-task Learning in Argument Mining for Persuasive Online Discussions—0
Argument Mining on Twitter: A Case Study on the Planned Parenthood Debate—0
Data-Driven Detection of General Chiasmi Using Lexical and Semantic FeaturesCode0
Image Retrieval for Arguments Using Stance-Aware Query Expansion—0
Self-trained Pretrained Language Models for Evidence Detection—0
Citizen Involvement in Urban Planning - How Can Municipalities Be Supported in Evaluating Public Participation Processes for Mobility Transitions?Code0
Overview of the 2021 Key Point Analysis Shared Task—0
Project Debater APIs: Decomposing the AI Grand Challenge—0
Key Point Analysis via Contrastive Learning and Extractive Argument SummarizationCode0
Active Learning for Argument Mining: A Practical Approach—0
Active Learning for Argument Strength EstimationCode0
Tree-Constrained Graph Neural Networks For Argument MiningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TACOmacro F185.06—Unverified