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Text Classification

6754 directly classified papers

Papers per year

Papers

Probing Narrative Morals: A New Character-Focused MFT Framework for Use with Large Language Models EMNLP 2025
How to Protect Yourself from 5G Radiation? Investigating LLM Responses to Implicit Misinformation EMNLP 2025
Tesla at GenAI Detection Task 2: Fast and Scalable Method for Detection of Academic Essay Authenticity COLING 2025
Irony Detection in Hebrew Documents: A Novel Dataset and an Evaluation of Neural Classification Methods NAACL 2025
Studying Rhetorically Ambiguous Questions EMNLP 2025
PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims EMNLP 2025
RA at GenAI Detection Task 2: Fine-tuned Language Models For Detection of Academic Authenticity, Results and Thoughts COLING 2025
Multi-Modal Framing Analysis of News EMNLP 2025
Exploring Large Language Models for Detecting Mental Disorders EMNLP 2025
AI Argues Differently: Distinct Argumentative and Linguistic Patterns of LLMs in Persuasive Contexts EMNLP 2025
Deloitte (Drocks) at SemEval-2025 Task 3: Fine-Grained Multi-lingual Hallucination Detection Using Internal LLM Weights ACL 2025
Fine-Tuned Transformer-Based Weighted Soft Voting Ensemble for Persuasion Technique Classification in Slavic Languages ACL 2025
MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses NAACL 2025
Synthetic Empathy: Generating and Evaluating Artificial Psychotherapy Dialogues to Detect Empathy in Counseling Sessions NAACL 2025
Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues ACL 2025
Dense Retrieval with Quantity Comparison Intent ACL 2025
TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules SEMEVAL 2025
The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks ACL 2025
MALAMUTE: A Multilingual, Highly-granular, Template-free, Education-based Probing Dataset ACL 2025
tinaal at SemEval-2025 Task 11: Enhancing Perceived Emotion Intensity Prediction with Boosting Fine-Tuned Transformers SEMEVAL 2025
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG NAACL 2025
From Punchlines to Predictions: A Metric to Assess LLM Performance in Identifying Humor in Stand-Up Comedy NAACL 2025
Illuminating Logical Fallacies with the CAMPFIRE Corpus ACL 2025
Multi-Prompting Decoder Helps Better Language Understanding ACL 2025
From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence ACL 2025