binary classification

674 papers

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Also known as

BCQ

Co-occurring keywords

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

An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations IJCAI 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

Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection CVPR 2024

Fine-tuning Language Models for AI vs Human Generated Text detection SEMEVAL 2024

An Experimental Analysis on Evaluating Patent Citations EMNLP 2024

A Provably Accurate Randomized Sampling Algorithm for Logistic Regression AAAI 2024

Automatic Animacy Classification for Romanian Nouns COLING 2024

The Risks of Recourse in Binary Classification AISTATS 2024

PclGPT: A Large Language Model for Patronizing and Condescending Language Detection EMNLP 2024

Exploring BERT-Based Classification Models for Detecting Phobia Subtypes: A Novel Tweet Dataset and Comparative Analysis COLING 2024

Securing Billion Bluetooth Devices Leveraging Learning-Based Techniques AAAI 2024

Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification AAAI 2024

Mast Kalandar at SemEval-2024 Task 8: On the Trail of Textual Origins: RoBERTa-BiLSTM Approach to Detect AI-Generated Text NAACL 2024

Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors EMNLP 2024

Detection of background agents speech in contact centers INTERSPEECH 2024

The Corpus AIKIA: Using Ranking Annotation for Offensive Language Detection in Modern Greek COLING 2024

Utilizing an Ensemble Model with Anomalous Label Smoothing to Detect Generated Scientific Papers ACL 2024

Apple Tasting: Combinatorial Dimensions and Minimax Rates COLT 2024

Estimating Blood Alcohol Level Through Facial Features for Driver Impairment Assessment WACV 2024

Kathlalu at SemEval-2024 Task 8: A Comparative Analysis of Binary Classification Methods for Distinguishing Between Human and Machine-generated Text SEMEVAL 2024

On Computationally Efficient Multi-Class Calibration COLT 2024

Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text NAACL 2024

Infusing Acoustic Pause Context into Text-Based Dementia Assessment INTERSPEECH 2024

Macro-descriptors for Alzheimer's disease detection using large language models INTERSPEECH 2024

Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks JMLR 2024