← Applications
Natural Language Processing › Applications ›

Text Classification

6754 directly classified papers

Papers per year

Papers

Team UBD at SemEval-2025 Task 11: Balancing Class and Task Importance for Emotion Detection SEMEVAL 2025
HU at SemEval-2025 Task 9: Leveraging LLM-Based Data Augmentation for Class Imbalance SEMEVAL 2025
Fane at SemEval-2025 Task 10: Zero-Shot Entity Framing with Large Language Models SEMEVAL 2025
JellyK at SemEval-2025 Task 11: Russian Multi-label Emotion Detection with Pre-trained BERT-based Language Models SEMEVAL 2025
Dying or Departing? Euphemism Detection for Death Discourse in Historical Texts COLING 2025
Findings of the Shared Task on Abusive Tamil and Malayalam Text Targeting Women on Social Media: DravidianLangTech@NAACL 2025 NAACL 2025
CEHA: A Dataset of Conflict Events in the Horn of Africa COLING 2025
Linguistic Features Extracted by GPT-4 Improve Alzheimer’s Disease Detection based on Spontaneous Speech COLING 2025
ROUGE-SciQFS: A ROUGE-based Method to Automatically Create Datasets for Scientific Query-Focused Summarization COLING 2025
SSN_IT_NLP@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media NAACL 2025
LLM Sensitivity Evaluation Framework for Clinical Diagnosis COLING 2025
On Evaluation Protocols for Data Augmentation in a Limited Data Scenario COLING 2025
Natural Language Inference Fine-tuning for Scientific Hallucination Detection ACL 2025
STAND-Guard: A Small Task-Adaptive Content Moderation Model COLING 2025
RED-CT: A Systems Design Methodology for Using LLM-labeled Data to Train and Deploy Edge Linguistic Classifiers COLING 2025
Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-Encoders COLING 2025
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? COLING 2025
Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation COLING 2025
Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages COLING 2025
A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM COLING 2025
Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator COLING 2025
Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings COLING 2025
Neural Document Segmentation Using Weighted Sliding Windows with Transformer Encoders COLING 2025
MultiProp Framework: Ensemble Models for Enhanced Cross-Lingual Propaganda Detection in Social Media and News using Data Augmentation, Text Segmentation, and Meta-Learning COLING 2025
LLMs can be easily Confused by Instructional Distractions ACL 2025