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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

LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation SEMEVAL 2021
Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes NIPS 2021
TECHSSN at SemEval-2021 Task 7: Humor and Offense detection and classification using ColBERT embeddings ACL 2021
Consistency and Finite Sample Behavior of Binary Class Probability Estimation AAAI 2021
An Expert Annotated Dataset for the Detection of Online Misogyny EACL 2021
SemEval 2021 Task 7: HaHackathon, Detecting and Rating Humor and Offense ACL 2021
SkoltechNLP at SemEval-2021 Task 5: Leveraging Sentence-level Pre-training for Toxic Span Detection SEMEVAL 2021
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification ICML 2021
Non-uniform Consistency of Online Learning with Random Sampling ALT 2021
Efficient Computation and Analysis of Distributional Shapley Values AISTATS 2021
QMUL-SDS at SCIVER: Step-by-Step Binary Classification for Scientific Claim Verification NAACL 2021
SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC) IJCNLP 2021
UoT-UWF-PartAI at SemEval-2021 Task 5: Self Attention Based Bi-GRU with Multi-Embedding Representation for Toxicity Highlighter SEMEVAL 2021
What Changed? Interpretable Model Comparison IJCAI 2021
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation IJCNLP 2021
To Block or not to Block: Experiments with Machine Learning for News Comment Moderation EACL 2021
Related Named Entities Classification in the Economic-Financial Context EACL 2021
SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images SEMEVAL 2021
Permutation Weighting ICML 2021
Don’t Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification ICML 2021
Learning from Similarity-Confidence Data ICML 2021
Positive-Unlabeled Learning from Imbalanced Data IJCAI 2021
UAntwerp at SemEval-2021 Task 5: Spans are Spans, stacking a binary word level approach to toxic span detection SEMEVAL 2021
Improved Algorithms for Agnostic Pool-based Active Classification ICML 2021
PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training SEMEVAL 2021