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Text Classification

6754 directly classified papers

Papers per year

Papers

CIOL at SemEval-2025 Task 11: Multilingual Pre-trained Model Fusion for Text-based Emotion Recognition SEMEVAL 2025
NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs SEMEVAL 2025
tinaal at SemEval-2025 Task 11: Enhancing Perceived Emotion Intensity Prediction with Boosting Fine-Tuned Transformers SEMEVAL 2025
UIMP-Aaman at SemEval-2025 Task11: Detecting Intensity and Emotion in Social Media and News SEMEVAL 2025
NCL-NLP at SemEval-2025 Task 11: Using Prompting engineering framework and Low Rank Adaptation of Large Language Models for Multi-label Emotion Detection SEMEVAL 2025
cocoa at SemEval-2025 Task 10: Prompting vs. Fine-Tuning: A Multilevel Approach to Propaganda Classification SEMEVAL 2025
Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification SEMEVAL 2025
Team INSAntive at SemEval-2025 Task 10: Hierarchical Text Classification using BERT SEMEVAL 2025
SRCB at SemEval-2025 Task 9: LLM Finetuning Approach based on External Attention Mechanism in The Food Hazard Detection SEMEVAL 2025
Team QUST at SemEval-2025 Task 10: Evaluating Large Language Models in Multiclass Multi-label Classification of News Entity Framing SEMEVAL 2025
Dianchi at SemEval-2025 Task 11: Multilabel Emotion Recognition via Orthogonal Knowledge Distillation SEMEVAL 2025
PAI at SemEval-2025 Task 11: A Large Language Model Ensemble Strategy for Text-Based Emotion Detection SEMEVAL 2025
Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025
BanTH: A Multi-label Hate Speech Detection Dataset for Transliterated Bangla NAACL 2025
On Many-Shot In-Context Learning for Long-Context Evaluation ACL 2025
Using LLMs to Advance Idiom Corpus Construction NAACL 2025
Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection ACL 2025
GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection EMNLP 2025
Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025
Why Novels (Don’t) Break Through: Dynamics of Canonicity in the Danish Modern Breakthrough (1870-1900) NAACL 2025
Do Language Models Understand Honorific Systems in Javanese? ACL 2025
LLM-Guided Co-Training for Text Classification EMNLP 2025
Just a Scratch: Enhancing LLM Capabilities for Self-harm Detection through Intent Differentiation and Emoji Interpretation ACL 2025
The AI Co-Ethnographer: How Far Can Automation Take Qualitative Research? NAACL 2025
LLMs can be easily Confused by Instructional Distractions ACL 2025