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 51–100 of 284 papers

TitleStatusHype
NLAS-multi: A Multilingual Corpus of Automatically Generated Natural Language Argumentation Schemes—0
Can Large Language Models perform Relation-based Argument Mining?—0
End-to-End Argument Mining over Varying Rhetorical StructuresCode0
Automatic Analysis of Substantiation in Scientific Peer ReviewsCode0
Data and models for stance and premise detection in COVID-19 tweets: insights from the Social Media Mining for Health (SMM4H) 2022 shared taskCode0
Overview of ImageArg-2023: The First Shared Task in Multimodal Argument MiningCode0
Argumentative Stance Prediction: An Exploratory Study on Multimodality and Few-Shot Learning—0
TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument MiningCode0
"I'd Like to Have an Argument, Please": Argumentative Reasoning in Large Language ModelsCode0
AutoAM: An End-To-End Neural Model for Automatic and Universal Argument Mining—0
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field StudyCode0
Explainable Topic-Enhanced Argument Mining from Heterogeneous Sources—0
DebateKG: Automatic Policy Debate Case Creation with Semantic Knowledge GraphsCode0
Multi-Task Learning Improves Performance In Deep Argument Mining Models—0
Cross-Genre Argument Mining: Can Language Models Automatically Fill in Missing Discourse Markers?—0
AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative ApproachCode0
Argument Mining using BERT and Self-Attention based Embeddings—0
VivesDebate-Speech: A Corpus of Spoken Argumentation to Leverage Audio Features for Argument MiningCode0
Joint Span Segmentation and Rhetorical Role Labeling with Data Augmentation for Legal Documents—0
Cross-lingual Argument Mining in the Medical DomainCode0
Toward an Intelligent Tutoring System for Argument Mining in Legal Texts—0
Multi-granularity Argument Mining in Legal Texts—0
SMM4H 2022 Task 2: Dataset for stance and premise detection in tweets about health mandates related to COVID-19—0
A Robustness Evaluation Framework for Argument Mining—0
Argument Novelty and Validity Assessment via Multitask and Transfer Learning—0
On Selecting Training Corpora for Cross-Domain Claim Detection—0
Transferring Confluent Knowledge to Argument MiningCode0
Predicting the Presence of Reasoning Markers in Argumentative Text—0
Is Your Perspective Also My Perspective? Enriching Prediction with SubjectivityCode0
Dialo-AP: A Dependency Parsing Based Argument Parser for DialoguesCode0
Multimodal Argument Mining: A Case Study in Political DebatesCode0
Overview of the 2022 Validity and Novelty Prediction Shared TaskCode0
QualiAssistant: Extracting Qualia Structures from Texts—0
Boundary Detection and Categorization of Argument Aspects via Supervised LearningCode0
Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction—0
ImageArg: A Multi-modal Tweet Dataset for Image Persuasiveness MiningCode0
Transfer Learning of Lexical Semantic Families for Argumentative Discourse Units Identification—0
EDU-AP: Elementary Discourse Unit based Argument ParserCode0
AntCritic: Argument Mining for Free-Form and Visually-Rich Financial Comments—0
A Cascade Model for Argument Mining in Japanese Political Discussions: the QA Lab-PoliInfo-3 Case StudyCode0
Don’t Drop the Topic - The Role of the Prompt in Argument Identification in Student WritingCode0
RuArg-2022: Argument Mining Evaluation—0
Incorporating Zoning Information into Argument Mining from Biomedical Literature—0
The Sensitivity of Annotator Bias to Task Definitions in Argument MiningCode0
Scaling up Discourse Quality Annotation for Political ScienceCode0
Annotating Arguments in a Corpus of Opinion ArticlesCode0
Few-Shot Learning for Argument Aspects of the Nuclear Energy DebateCode0
GerCCT: An Annotated Corpus for Mining Arguments in German Tweets on Climate Change—0
QT30: A Corpus of Argument and Conflict in Broadcast Debate—0
Budget Argument Mining Dataset Using Japanese Minutes from the National Diet and Local Assemblies—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TACOmacro F185.06—Unverified