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Classification

15289 directly classified papers

Papers per year

Papers

Calibration as a Proxy for Fairness and Efficiency in a Perspectivist Ensemble Approach to Irony Detection EMNLP 2025
twinhter at LeWiDi-2025: Integrating Annotator Perspectives into BERT for Learning with Disagreements EMNLP 2025
Identifying Aspects in Peer Reviews EMNLP 2025
Sarcasm-R1: Enhancing Sarcasm Detection through Focused Reasoning EMNLP 2025
Modeling North African Dialects from Standard Languages EMNLP 2025
ArabEmoNet: A Lightweight Hybrid 2D CNN-BiLSTM Model with Attention for Robust Arabic Speech Emotion Recognition EMNLP 2025
From Noise to Clarity: Filtering Real and LLM-Generated Samples for Enhanced Intent Detection EMNLP 2025
CodeComplex: Dataset for Worst-Case Time Complexity Prediction EMNLP 2025
Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs? EMNLP 2025
CLEAR: A Clinically Grounded Tabular Framework for Radiology Report Evaluation EMNLP 2025
[MASK]ED - Language Modeling for Explainable Classification and Disentangling of Socially Unacceptable Discourse. EMNLP 2025
Token Knowledge: A New Perspective For Knowledge in Large Language Models EMNLP 2025
Emotion Transfer with Enhanced Prototype for Unseen Emotion Recognition in Conversation EMNLP 2025
The Enemy from Within: A Study of Political Delegitimization Discourse in Israeli Political Speech EMNLP 2025
RALS: Resources and Baselines for Romanian Automatic Lexical Simplification EMNLP 2025
MoVa: Towards Generalizable Classification of Human Morals and Values EMNLP 2025
The Missing Parts: Augmenting Fact Verification with Half Truth Detection EMNLP 2025
Personalization up to a Point: Why Personalized Content Moderation Needs Boundaries, and How We Can Enforce Them EMNLP 2025
UnityAI Guard: Pioneering Toxicity Detection Across Low-Resource Indian Languages EMNLP 2025
RadEval: A framework for radiology text evaluation EMNLP 2025
Incremental Summarization for Customer Support via Progressive Note-Taking and Agent Feedback EMNLP 2025
BullyBench: Youth & Experts-in-the-loop Framework for Intrinsic and Extrinsic Cyberbullying NLP Benchmarking EMNLP 2025
Towards Robust Few-Shot Relation Classification: Incorporating Relation Description with Agreement EMNLP 2025
MemeInterpret: Towards an All-in-One Dataset for Meme Understanding EMNLP 2025
Evaluating LLM-Generated Legal Explanations for Regulatory Compliance in Social Media Influencer Marketing EMNLP 2025