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binary classification

674 papers

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text classification (6776) support vector machine (976) large language model (12755) ensemble learning (1271) transformer model (1988) transfer learning (5442) natural language processing (2027) multi-label classification (1004) active learning (1295) pre-trained language model (1514)

Papers

Fine-tuning Language Models for AI vs Human Generated Text detection NAACL 2024
Non-splitting Neyman-Pearson Classifiers JMLR 2024
Unified Binary and Multiclass Margin-Based Classification JMLR 2024
BrainLlama at SemEval-2024 Task 6: Prompting Llama to detect hallucinations and related observable overgeneration mistakes SEMEVAL 2024
Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification JMLR 2024
SheffieldVeraAI at SemEval-2024 Task 4: Prompting and fine-tuning a Large Vision-Language Model for Binary Classification of Persuasion Techniques in Memes NAACL 2024
Topological Expressivity of ReLU Neural Networks COLT 2024
DUTh at SemEval-2024 Task 6: Comparing Pre-trained Models on Sentence Similarity Evaluation for Detecting of Hallucinations and Related Observable Overgeneration Mistakes NAACL 2024
Exploring BERT-Based Classification Models for Detecting Phobia Subtypes: A Novel Tweet Dataset and Comparative Analysis COLING 2024
Is Efficient PAC Learning Possible with an Oracle That Responds "Yes" or "No"? COLT 2024
BBRC: Brazilian Banking Regulation Corpora COLING 2024
On Computationally Efficient Multi-Class Calibration COLT 2024
Automatic Animacy Classification for Romanian Nouns COLING 2024
L3i++ at SemEval-2024 Task 8: Can Fine-tuned Large Language Model Detect Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text? SEMEVAL 2024
AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysis SEMEVAL 2024
AUC Optimization from Multiple Unlabeled Datasets AAAI 2024
Kathlalu at SemEval-2024 Task 8: A Comparative Analysis of Binary Classification Methods for Distinguishing Between Human and Machine-generated Text SEMEVAL 2024
Apple Tasting: Combinatorial Dimensions and Minimax Rates COLT 2024
iimasNLP at SemEval-2024 Task 8: Unveiling structure-aware language models for automatic generated text identification NAACL 2024
SheffieldVeraAI at SemEval-2024 Task 4: Prompting and fine-tuning a Large Vision-Language Model for Binary Classification of Persuasion Techniques in Memes SEMEVAL 2024
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection SEMEVAL 2024
Unbiased Active Semi-supervised Binary Classification Models IJCAI 2024
FakeSound: Deepfake General Audio Detection INTERSPEECH 2024
Towards Scalable Remote Assessment of Mild Cognitive Impairment Via Multimodal Dialog INTERSPEECH 2024
AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysis NAACL 2024