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binary classification

674 papers

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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

Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model NIPS 2023
FedABC: Targeting Fair Competition in Personalized Federated Learning AAAI 2023
Detecting Adversarial Faces Using Only Real Face Self-Perturbations IJCAI 2023
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection ICCV 2023
Never mind the metrics---what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective ICML 2023
GPT-based Solution for ESG Impact Type Identification AACL 2023
Doppelgangers: Learning to Disambiguate Images of Similar Structures ICCV 2023
SimpleNet: A Simple Network for Image Anomaly Detection and Localization CVPR 2023
Voice Passing : a Non-Binary Voice Gender Prediction System for evaluating Transgender voice transition INTERSPEECH 2023
“John is 50 years old, can his son be 65?” Evaluating NLP Models’ Understanding of Feasibility EACL 2023
Temporal Label Smoothing for Early Event Prediction ICML 2023
AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work AAAI 2023
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval EMNLP 2023
KingsmanTrio at SemEval-2023 Task 10: Analyzing the Effectiveness of Transfer Learning Models for Explainable Online Sexism Detection SEMEVAL 2023
AUC-based Selective Classification AISTATS 2023
GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image NIPS 2023
Faster Margin Maximization Rates for Generic Optimization Methods NIPS 2023
niceNLP at SemEval-2023 Task 10: Dual Model Alternate Pseudo-labeling Improves Your Predictions SEMEVAL 2023
The Zipfian Challenge: Learning the statistical fingerprint of natural languages CONLL 2023
The Adversarial Consistency of Surrogate Risks for Binary Classification NIPS 2023
A Model-free Closeness-of-influence Test for Features in Supervised Learning ICML 2023
A benchmark of categorical encoders for binary classification NIPS 2023
Multi-Label Knowledge Distillation ICCV 2023
A Competitive Algorithm for Agnostic Active Learning NIPS 2023
Kernel-Based Tests for Likelihood-Free Hypothesis Testing NIPS 2023