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Text Classification

6754 directly classified papers

Papers per year

Papers

DharmaBench: Evaluating Language Models on Buddhist Texts in Sanskrit and Tibetan IJCNLP 2025
Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction IJCNLP 2025
Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies IJCNLP 2025
ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation IJCNLP 2025
Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels IJCNLP 2025
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification CONLL 2025
A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data CONLL 2025
Challenges in Technical Regulatory Text Variation Detection COLING 2025
Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach CONLL 2025
The First Multilingual Model For The Detection of Suicide Texts COLING 2025
Applying the Character-Role Narrative Framework with LLMs to Investigate Environmental Narratives in Scientific Editorials and Tweets ACL 2025
Judging It, Washing It: Scoring and Greenwashing Corporate Climate Disclosures using Large Language Models ACL 2025
DLU: Dictionary Look-Up Data and Prediction CONLL 2025
Evaluating Sampling Strategies for Similarity-Based Short Answer Scoring: a Case Study in Thailand COLING 2025
A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data ACL 2025
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification ACL 2025
BitAbuse: A Dataset of Visually Perturbed Texts for Defending Phishing Attacks NAACL 2025
Neural Document Segmentation Using Weighted Sliding Windows with Transformer Encoders COLING 2025
CUET_Novice@DravidianLangTech 2025: Abusive Comment Detection in Malayalam Text Targeting Women on Social Media Using Transformer-Based Models NAACL 2025
Accessible Sanskrit: A Cascading System for Text Analysis and Dictionary Access NAACL 2025
cuetRaptors@DravidianLangTech 2025: Transformer-Based Approaches for Detecting Abusive Tamil Text Targeting Women on Social Media NAACL 2025
Findings of the Shared Task on Abusive Tamil and Malayalam Text Targeting Women on Social Media: DravidianLangTech@NAACL 2025 NAACL 2025
Illuminating Logical Fallacies with the CAMPFIRE Corpus ACL 2025
Hybrid Annotation for Propaganda Detection: Integrating LLM Pre-Annotations with Human Intelligence ACL 2025
LLMs can be easily Confused by Instructional Distractions ACL 2025