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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

On the Interplay between Fairness and Explainability NAACL 2024
When XGBoost Outperforms GPT-4 on Text Classification: A Case Study NAACL 2024
The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification NAACL 2024
Beyond Turing: A Comparative Analysis of Approaches for Detecting Machine-Generated Text NAACL 2024
Relevance, Diversity, and Exclusivity: Designing Keyword-augmentation Strategy for Zero-shot Classifiers NAACL 2024
Groningen Team A at SemEval-2024 Task 8: Human/Machine Authorship Attribution Using a Combination of Probabilistic and Linguistic Features NAACL 2024
LA-UCL: LLM-Augmented Unsupervised Contrastive Learning Framework for Few-Shot Text Classification COLING 2024
Byun at SemEval-2024 Task 6: Text Classification on Hallucinating Text with Simple Data Augmentation NAACL 2024
Groningen Team F at SemEval-2024 Task 8: Detecting Machine-Generated Text using Feature-Based Machine Learning Models NAACL 2024
NLPNCHU at SemEval-2024 Task 4: A Comparison of MDHC Strategy and In-domain Pre-training for Multilingual Detection of Persuasion Techniques in Memes NAACL 2024
Mast Kalandar at SemEval-2024 Task 8: On the Trail of Textual Origins: RoBERTa-BiLSTM Approach to Detect AI-Generated Text NAACL 2024
TueCICL at SemEval-2024 Task 8: Resource-efficient approaches for machine-generated text detection NAACL 2024
EDEntail: An Entailment-based Few-shot Text Classification with Extensional Definition NAACL 2024
Revisiting Supervised Contrastive Learning for Microblog Classification EMNLP 2024
LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected? NAACL 2024
GPT-who: An Information Density-based Machine-Generated Text Detector NAACL 2024
Self-Regulated Data-Free Knowledge Amalgamation for Text Classification NAACL 2024
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data NAACL 2024
LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data COLING 2024
Prompt Tuned Embedding Classification for Industry Sector Allocation NAACL 2024
Modeling and Detecting Company Risks from News NAACL 2024
On an Intermediate Task for Classifying URL Citations on Scholarly Papers COLING 2024
Multi-Source Text Classification for Multilingual Sentence Encoder with Machine Translation NAACL 2024
Detecting Response Generation Not Requiring Factual Judgment NAACL 2024
LifeTox: Unveiling Implicit Toxicity in Life Advice NAACL 2024