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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

Identifying professions & occupations in Health-related Social Media using Natural Language Processing NAACL 2021
UACH-INAOE at SMM4H: a BERT based approach for classification of COVID-19 Twitter posts NAACL 2021
Explore wav2vec 2.0 for Mispronunciation Detection INTERSPEECH 2021
Human-in-the-Loop Efficiency Analysis for Binary Classification in Edyson INTERSPEECH 2021
UAntwerp at SemEval-2021 Task 5: Spans are Spans, stacking a binary word level approach to toxic span detection IJCNLP 2021
Deep Networks Provably Classify Data on Curves NIPS 2021
DiCOVA Challenge: Dataset, Task, and Baseline System for COVID-19 Diagnosis Using Acoustics INTERSPEECH 2021
A flexible model-free prediction-based framework for feature ranking JMLR 2021
SemEval 2021 Task 7: HaHackathon, Detecting and Rating Humor and Offense SEMEVAL 2021
When Does Gradient Descent with Logistic Loss Find Interpolating Two-Layer Networks? JMLR 2021
Optimized Score Transformation for Consistent Fair Classification JMLR 2021
Ensembling Low Precision Models for Binary Biomedical Image Segmentation WACV 2021
G2D: Generate to Detect Anomaly WACV 2021
Automatic Resolution of Domain Name Disputes EMNLP 2021
ECNUICA at SemEval-2021 Task 11: Rule based Information Extraction Pipeline ACL 2021
Learning Decision Trees Recurrently Through Communication CVPR 2021
What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts ACL 2021
Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features AISTATS 2021
JCT at SemEval-2020 Task 1: Combined Semantic Vector Spaces Models for Unsupervised Lexical Semantic Change Detection COLING 2020
On the Detection of Digital Face Manipulation CVPR 2020
Online Positive and Unlabeled Learning IJCAI 2020
PAC learning with stable and private predictions COLT 2020
Learning by Minimizing the Sum of Ranked Range NIPS 2020
Sharp Asymptotics and Optimal Performance for Inference in Binary Models AISTATS 2020
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees NIPS 2020