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Text Classification

6754 directly classified papers

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Papers

Celestia@DravidianLangTech 2025: Malayalam-BERT and m-BERT based transformer models for Fake News Detection in Dravidian Languages NAACL 2025
Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues ACL 2025
ANSR@DravidianLangTech 2025: Detection of Abusive Tamil and Malayalam Text Targeting Women on Social Media using RoBERTa and XGBoost NAACL 2025
Fine-Tuned Transformer-Based Weighted Soft Voting Ensemble for Persuasion Technique Classification in Slavic Languages ACL 2025
LLM-based Adversarial Dataset Augmentation for Automatic Media Bias Detection NAACL 2025
Deloitte (Drocks) at SemEval-2025 Task 3: Fine-Grained Multi-lingual Hallucination Detection Using Internal LLM Weights ACL 2025
Overview of the Shared Task on Fake News Detection in Dravidian Languages-DravidianLangTech@NAACL 2025 NAACL 2025
Team Cantharellus at SemEval-2025 Task 3: Hallucination Span Detection with Fine Tuning on Weakly Supervised Synthetic Data ACL 2025
Automating Violence Detection and Categorization from Ancient Texts NAACL 2025
TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025
Rethinking Scene Segmentation. Advancing Automated Detection of Scene Changes in Literary Texts NAACL 2025
Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments ACL 2025
‘... like a needle in a haystack”: Annotation and Classification of Comparative Statements NAACL 2025
Evaluating Multimodal Language Models as Visual Assistants for Visually Impaired Users ACL 2025
Classifying Textual Genre in Historical Magazines (1875-1990) NAACL 2025
Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection ACL 2025
Identifying Small Talk in Natural Conversations NAACL 2025
MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025
Why Novels (Don’t) Break Through: Dynamics of Canonicity in the Danish Modern Breakthrough (1870-1900) NAACL 2025
IMPARA-GED: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator ACL 2025
Using Multimodal Models for Informative Classification of Ambiguous Tweets in Crisis Response NAACL 2025
On Integrating LLMs Into an Argument Annotation Workflow ACL 2025
Irony Detection in Hebrew Documents: A Novel Dataset and an Evaluation of Neural Classification Methods NAACL 2025
Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus ACL 2025
LLMs can be easily Confused by Instructional Distractions ACL 2025