text classification

6776 papers

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Also known as

XMC ATC BIOBERT STC TC ELMO

Co-occurring keywords

large language model (12755) sentiment analysis (2079) transformer model (1988) transfer learning (5442) natural language processing (2027) named entity recognition (2801) hate speech detection (716) social media analysis (699) data augmentation (3037) language model (4573)

Papers

Explaining Matters: Leveraging Definitions and Semantic Expansion for Sexism Detection ACL 2025

TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency ACL 2025

The Noisy Path from Source to Citation: Measuring How Scholars Engage with Past Research ACL 2025

PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free ACL 2025

MathD2: Towards Disambiguation of Mathematical Terms ACL 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

UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection ACL 2025

𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation ACL 2025

Dying or Departing? Euphemism Detection for Death Discourse in Historical Texts COLING 2025

GOLDX at SemEval-2025 Task 11: RoBERTa for Text-Based Emotion Detection ACL 2025

Cross-lingual Text Classification Transfer: The Case of Ukrainian COLING 2025

Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble ACL 2025

NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers COLING 2025

To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation COLING 2025

On Evaluation Protocols for Data Augmentation in a Limited Data Scenario COLING 2025

Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights ACL 2025

Revisiting Implicitly Abusive Language Detection: Evaluating LLMs in Zero-Shot and Few-Shot Settings COLING 2025

Exploring the Limitations of Detecting Machine-Generated Text COLING 2025

Classifying TEI Encoding for DutchDraCor with Transformer Models ACL 2025

When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025

“Whose Side Are You On?” Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection IJCNLP 2025

Boosting Sentiment Analysis in Persian through a GAN-Based Synthetic Data Augmentation Method COLING 2025

BESSTIE: A Benchmark for Sentiment and Sarcasm Classification for Varieties of English ACL 2025

Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025

MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds EMNLP 2025