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Text Classification

6754 directly classified papers

Papers per year

Papers

Tarbiat_Modares_SemEval2025_Task11_MultiLabel_Emotion_TransferLearning ACL 2025
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training ACL 2025
Can Unconfident LLM Annotations Be Used for Confident Conclusions? NAACL 2025
Exploring Large Language Models for Effective Rumor Detection on Social Media NAACL 2025
Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection NAACL 2025
What Did I Do Wrong? Quantifying LLMs’ Sensitivity and Consistency to Prompt Engineering NAACL 2025
ITALIC: An Italian Culture-Aware Natural Language Benchmark NAACL 2025
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits COLING 2025
Data Quality Enhancement on the Basis of Diversity with Large Language Models for Text Classification: Uncovered, Difficult, and Noisy COLING 2025
TEXT-CAKE: Challenging Language Models on Local Text Coherence COLING 2025
DefVerify: Do Hate Speech Models Reflect Their Dataset’s Definition? COLING 2025
Jump To Hyperspace: Comparing Euclidean and Hyperbolic Loss Functions for Hierarchical Multi-Label Text Classification COLING 2025
Grading Massive Open Online Courses Using Large Language Models COLING 2025
Revisiting Implicitly Abusive Language Detection: Evaluating LLMs in Zero-Shot and Few-Shot Settings COLING 2025
Large Language Model as a Teacher for Zero-shot Tagging at Extreme Scales COLING 2025
On Evaluation Protocols for Data Augmentation in a Limited Data Scenario COLING 2025
LLM Sensitivity Evaluation Framework for Clinical Diagnosis COLING 2025
LLM Sensitivity Challenges in Abusive Language Detection: Instruction-Tuned vs. Human Feedback COLING 2025
ROUGE-SciQFS: A ROUGE-based Method to Automatically Create Datasets for Scientific Query-Focused Summarization COLING 2025
From Detection to Explanation: Effective Learning Strategies for LLMs in Online Abusive Language Research COLING 2025
NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers COLING 2025
Linguistic Features Extracted by GPT-4 Improve Alzheimer’s Disease Detection based on Spontaneous Speech COLING 2025
CEHA: A Dataset of Conflict Events in the Horn of Africa COLING 2025
Cross-lingual Text Classification Transfer: The Case of Ukrainian COLING 2025
Dying or Departing? Euphemism Detection for Death Discourse in Historical Texts COLING 2025