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text classification

6793 papers

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TC

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large language model (13587) sentiment analysis (2084) transformer model (1996) transfer learning (5449) natural language processing (2034) named entity recognition (2813) hate speech detection (723) social media analysis (699) data augmentation (3052) language model (4599)

Papers

IsiZulu noun classification based on replicating the ensemble approach for Runyankore COLING 2025
Does Machine Translation Impact Offensive Language Identification? The Case of Indo-Aryan Languages COLING 2025
AUTALIC: A Dataset for Anti-AUTistic Ableist Language In Context ACL 2025
Using Language Models for assessment of users’ satisfaction with their partner in Persian COLING 2025
BnSentMix: A Diverse Bengali-English Code-Mixed Dataset for Sentiment Analysis COLING 2025
HODIAT: A Dataset for Detecting Homotransphobic Hate Speech in Italian with Aggressiveness and Target Annotation ACL 2025
Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models EMNLP 2025
Leidos at GenAI Detection Task 3: A Weight-Balanced Transformer Approach for AI Generated Text Detection Across Domains COLING 2025
CNLP-NITS-PP at GenAI Detection Task 3: Cross-Domain Machine-Generated Text Detection Using DistilBERT Techniques COLING 2025
clujteam at SemEval-2025 Task 10: Finetuning SmolLM2 with Taxonomy-based Prompting for Explaining the Dominant Narrative in Propaganda Textt ACL 2025
GenAI Content Detection Task 2: AI vs. Human – Academic Essay Authenticity Challenge COLING 2025
Tesla at GenAI Detection Task 2: Fast and Scalable Method for Detection of Academic Essay Authenticity COLING 2025
Estimation of Text Difficulty in the Context of Language Learning ACL 2025
Velora at BLP-2025 Task 1: Multi-Method Evaluation for Hate Speech Classification in Bangla Text IJCNLP 2025
The PRECOM-SM Corpus: Gambling in Spanish Social Media COLING 2025
RA at GenAI Detection Task 2: Fine-tuned Language Models For Detection of Academic Authenticity, Results and Thoughts COLING 2025
CNLP-NITS-PP at GenAI Detection Task 2: Leveraging DistilBERT and XLM-RoBERTa for Multilingual AI-Generated Text Detection COLING 2025
Identifying Open Challenges in Language Identification ACL 2025
SzegedAI at GenAI Detection Task 1: Beyond Binary - Soft-Voting Multi-Class Classification for Binary Machine-Generated Text Detection Across Diverse Language Models COLING 2025
CSECU-Learners at SemEval-2025 Task 9: Enhancing Transformer Model for Explainable Food Hazard Detection in Text ACL 2025
Team Unibuc - NLP at GenAI Detection Task 1: Qwen it detect machine-generated text? COLING 2025
Evaluating Taxonomy Free Character Role Labeling (TF-CRL) in News Stories using Large Language Models EMNLP 2025
CIC-NLP at GenAI Detection Task 1: Leveraging DistilBERT for Detecting Machine-Generated Text in English COLING 2025
CIC-NLP at GenAI Detection Task 1: Advancing Multilingual Machine-Generated Text Detection COLING 2025
CYUT at SemEval-2025 Task 6: Prompting with Precision – ESG Analysis via Structured Prompts ACL 2025