binary classification

Interplay of ROC and Precision-Recall AUCs: Theoretical Limits and Practical Implications in Binary Classification ICML 2024 Is Efficient PAC Learning Possible with an Oracle That Responds "Yes" or "No"? COLT 2024 ITEC at MLSP 2024: Transferring Predictions of Lexical Difficulty from Non-Native Readers NAACL 2024 Kathlalu at SemEval-2024 Task 8: A Comparative Analysis of Binary Classification Methods for Distinguishing Between Human and Machine-generated Text SemEval 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 Leveraging Uncertainty Estimates To Improve Classifier Performance ICLR 2024 LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection EMNLP 2024 LLMSegm: Surface-level Morphological Segmentation Using Large Language Model COLING 2024 LT4SG@SMM4H’24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models ACL 2024 M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection ACL 2024 Macro-descriptors for Alzheimer's disease detection using large language models Interspeech 2024 Magnum JUCSE at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes SemEval 2024 Metalearning with Very Few Samples Per Task COLT 2024 NCL-UoR at SemEval-2024 Task 8: Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection SemEval 2024 Non-splitting Neyman-Pearson Classifiers JMLR 2024 On Computationally Efficient Multi-Class Calibration COLT 2024 On the sample complexity of parameter estimation in logistic regression with normal design COLT 2024 OPTIMAL ROBUST MEMORIZATION WITH RELU NEURAL NETWORKS ICLR 2024 Out-Of-Distribution Detection with Diversification (Provably) NeurIPS 2024 Overview of Shared Task on Caste and Migration Hate Speech Detection EACL 2024 OxonFair: A Flexible Toolkit for Algorithmic Fairness NeurIPS 2024 Papilusion at DAGPap24: Paper or Illusion? Detecting AI-generated Scientific Papers ACL 2024 PclGPT: A Large Language Model for Patronizing and Condescending Language Detection EMNLP 2024 Predicting Acute Pain Levels Implicitly from Vocal Features Interspeech 2024 Probing the Decision Boundaries of In-context Learning in Large Language Models NeurIPS 2024