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
A Dataset Independent Set of Baselines for Relation Prediction in Argument Mining—0
Argument Novelty and Validity Assessment via Multitask and Transfer Learning—0
Argument Relation Classification Using a Joint Inference Model—0
Argument Summarization and its Evaluation in the Era of Large Language Models—0
AntCritic: Argument Mining for Free-Form and Visually-Rich Financial Comments—0
A Robustness Evaluation Framework for Argument Mining—0
A Preliminary Study of Disputation Behavior in Online Debating Forum—0
Extracting Argument and Domain Words for Identifying Argument Components in Texts—0
Advances in Debating Technologies: Building AI That Can Debate Humans—0
Assisted Debate Builder with Large Language Models—0
A Generative Marker Enhanced End-to-End Framework for Argument Mining—0
AutoAM: An End-To-End Neural Model for Automatic and Universal Argument Mining—0
Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis—0
ECHR: Legal Corpus for Argument Mining—0
Analyzing Argumentative Discourse Units in Online Interactions—0
Efficient argument classification with compact language models and ChatGPT-4 refinements—0
Challenge or Empower: Revisiting Argumentation Quality in a News Editorial Corpus—0
Argumentative Stance Prediction: An Exploratory Study on Multimodality and Few-Shot Learning—0
A Corpus of eRulemaking User Comments for Measuring Evaluability of Arguments—0
Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event—0
ELLIS Alicante at CQs-Gen 2025: Winning the critical thinking questions shared task: LLM-based question generation and selection—0
Can Large Language Models perform Relation-based Argument Mining?—0
Can Domain Pre-training Help Interdisciplinary Researchers from Data Annotation Poverty? A Case Study of Legal Argument Mining with BERT-based Transformers—0
Argumentation Synthesis following Rhetorical Strategies—0
Challenges of Argument Mining: Generating an Argument Synthesis based on the Qualia Structure—0
Argumentative texts and clause types—0
Claim Synthesis via Predicate Recycling—0
Argument Component Classification for Classroom Discussions—0
ArgumenText: Searching for Arguments in Heterogeneous Sources—0
Combining Argument Mining Techniques—0
Combining Deep Learning and Argumentative Reasoning for the Analysis of Social Media Textual Content Using Small Data Sets—0
Context-aware Argumentative Relation Mining—0
Contextual Argument Component Classification for Class Discussions—0
Contextual stance classification of opinions: A step towards enthymeme reconstruction in online reviews—0
Building an Argument Search Engine for the Web—0
Budget Argument Mining Dataset Using Japanese Minutes from the National Diet and Local Assemblies—0
Corpus Wide Argument Mining -- a Working Solution—0
Cross-Genre Argument Mining: Can Language Models Automatically Fill in Missing Discourse Markers?—0
Argument Mining for Scholarly Document Processing: Taking Stock and Looking Ahead—0
An Empirical Study on Measuring the Similarity of Sentential Arguments with Language Model Domain Adaptation—0
Cross-topic Argument Mining from Heterogeneous Sources Using Attention-based Neural Networks—0
Cross-topic Argument Mining from Heterogeneous Sources—0
CRST: a Claim Retrieval System in Twitter—0
DART: a Dataset of Arguments and their Relations on Twitter—0
Argumentation Quality Assessment: Theory vs. Practice—0
A Joint Sentiment-Target-Stance Model for Stance Classification in Tweets—0
Dave the debater: a retrieval-based and generative argumentative dialogue agent—0
Argument Mining on Twitter: Arguments, Facts and Sources—0
200K+ Crowdsourced Political Arguments for a New Chilean Constitution—0
Argumentation: Content, Structure, and Relationship with Essay Quality—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TACOmacro F185.06—Unverified