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Text Classification

6754 directly classified papers

Papers per year

Papers

SSA: Semantic Contamination of LLM-Driven Fake News Detection EMNLP 2025
MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media EMNLP 2025
The Impact of Negated Text on Hallucination with Large Language Models EMNLP 2025
CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement EMNLP 2025
DeepWell-Adol: A Scalable Expert-Based Dialogue Corpus for Adolescent Positive Mental Health and Wellbeing Promotion EMNLP 2025
MoMoE: Mixture of Moderation Experts Framework for AI-Assisted Online Governance EMNLP 2025
Beyond Checkmate: Exploring the Creative Choke Points for AI Generated Texts EMNLP 2025
ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment EMNLP 2025
Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency EMNLP 2025
Generative or Discriminative? Revisiting Text Classification in the Era of Transformers EMNLP 2025
HYDRA: A Multi-Head Encoder-only Architecture for Hierarchical Text Classification EMNLP 2025
HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection EMNLP 2025
Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA EMNLP 2025
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors EMNLP 2025
Robust Native Language Identification through Agentic Decomposition EMNLP 2025
RAGferee: Building Contextual Reward Models for Retrieval-Augmented Generation EMNLP 2025
Same evaluation, more tokens: On the effect of input length for machine translation evaluation using Large Language Models EMNLP 2025
Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction EMNLP 2025
LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection EMNLP 2025
MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds EMNLP 2025
SenDetEX: Sentence-Level AI-Generated Text Detection for Human-AI Hybrid Content via Style and Context Fusion EMNLP 2025
Good Intentions Beyond ACL: Who Does NLP for Social Good, and Where? EMNLP 2025
Automated Scoring of Communication Skills in Physician-Patient Interaction: Balancing Performance and Scalability ACL 2025
Personas with Attitudes: Controlling LLMs for Diverse Data Annotation ACL 2025
Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study ACL 2025