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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

Prompt Tuned Embedding Classification for Industry Sector Allocation NAACL 2024
Evaluating the fairness of task-adaptive pretraining on unlabeled test data before few-shot text classification EMNLP 2024
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data NAACL 2024
Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-Sampling IJCAI 2024
Where Do People Tell Stories Online? Story Detection Across Online Communities ACL 2024
BiasGanda at FIGNEWS 2024 Shared Task: A Quest to Uncover Biased Views in News Coverage ACL 2024
Gender, Speech, and Representation in the Galician Parliament: An Analysis Based on the ParlaMint-ES-GA Dataset COLING 2024
MentalHelp: A Multi-Task Dataset for Mental Health in Social Media COLING 2024
HalluSafe at SemEval-2024 Task 6: An NLI-based Approach to Make LLMs Safer by Better Detecting Hallucinations and Overgeneration Mistakes NAACL 2024
What Can Go Wrong in Authorship Profiling: Cross-Domain Analysis of Gender and Age Prediction ACL 2024
EDEntail: An Entailment-based Few-shot Text Classification with Extensional Definition NAACL 2024
Revisiting Supervised Contrastive Learning for Microblog Classification EMNLP 2024
TueCICL at SemEval-2024 Task 8: Resource-efficient approaches for machine-generated text detection NAACL 2024
A Dual-View Approach to Classifying Radiology Reports by Co-Training COLING 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning NIPS 2024
HarmPot: An Annotation Framework for Evaluating Offline Harm Potential of Social Media Text COLING 2024
Detecting Online Community Practices with Large Language Models: A Case Study of Pro-Ukrainian Publics on Twitter EMNLP 2024
Predicting Narratives of Climate Obstruction in Social Media Advertising ACL 2024
Semantic-based NLP techniques discriminate schizophrenia and Wernicke’s aphasia based on spontaneous speech COLING 2024
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models EMNLP 2024
Groningen Team F at SemEval-2024 Task 8: Detecting Machine-Generated Text using Feature-Based Machine Learning Models NAACL 2024
Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models EMNLP 2024
VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks ACL 2024
Towards a Greek Proverb Atlas: Computational Spatial Exploration and Attribution of Greek Proverbs EMNLP 2024
The Lou Dataset - Exploring the Impact of Gender-Fair Language in German Text Classification EMNLP 2024