binary classification

UNIBUC-SD at ArchEHR-QA 2025: Prompting Our Way to Clinical QA with Multi-Model Ensembling ACL 2025 UnityAI Guard: Pioneering Toxicity Detection Across Low-Resource Indian Languages EMNLP 2025 Unlocking the Potential of Lightweight Quantized Models for Deepfake Detection IJCAI 2025 VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models ICCV 2025 Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa ACL 2025 Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking COLING 2025 ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods NeurIPS 2024 AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysis SemEval 2024 AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning IJCAI 2024 An Experimental Analysis on Evaluating Patent Citations EMNLP 2024 An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations IJCAI 2024 Annotation and Classification of Relevant Clauses in Terms-and-Conditions Contracts COLING 2024 Apple Tasting: Combinatorial Dimensions and Minimax Rates COLT 2024 A Provably Accurate Randomized Sampling Algorithm for Logistic Regression AAAI 2024 Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification AAAI 2024 A Survey on Detection of LLMs-Generated Content EMNLP 2024 AUC Maximization under Positive Distribution Shift NeurIPS 2024 AUC Optimization from Multiple Unlabeled Datasets AAAI 2024 Automatic Animacy Classification for Romanian Nouns COLING 2024 BBRC: Brazilian Banking Regulation Corpora COLING 2024 Benign overfitting in leaky ReLU networks with moderate input dimension NeurIPS 2024 BrainLlama at SemEval-2024 Task 6: Prompting Llama to detect hallucinations and related observable overgeneration mistakes SemEval 2024 Byun at SemEval-2024 Task 6: Text Classification on Hallucinating Text with Simple Data Augmentation SemEval 2024 Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks JMLR 2024 Classification with Deep Neural Networks and Logistic Loss JMLR 2024