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binary classification

674 papers

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BCQ

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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

Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering EMNLP 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce EMNLP 2022
DeepMistake at LSCDiscovery: Can a Multilingual Word-in-Context Model Replace Human Annotators? ACL 2022
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding NAACL 2022
Personalized Federated Learning through Local Memorization ICML 2022
LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer SEMEVAL 2022
SemEval-2022 Task 4: Patronizing and Condescending Language Detection NAACL 2022
KaMiKla at SemEval-2022 Task 3: AlBERTo, BERT, and CamemBERT—Be(r)tween Taxonomy Detection and Prediction NAACL 2022
Convergence of Uncertainty Sampling for Active Learning ICML 2022
Fair Generalized Linear Models with a Convex Penalty ICML 2022
A Forward Approach for Sufficient Dimension Reduction in Binary Classification JMLR 2022
Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection SEMEVAL 2022
On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve NIPS 2022
RIT Boston at SemEval-2022 Task 5: Multimedia Misogyny Detection By Using Coherent Visual and Language Features from CLIP Model and Data-centric AI Principle NAACL 2022
Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm NIPS 2022
UAlberta at SemEval 2022 Task 2: Leveraging Glosses and Translations for Multilingual Idiomaticity Detection SEMEVAL 2022
Optimal Binary Classification Beyond Accuracy NIPS 2022
FII UAIC at SemEval-2022 Task 6: iSarcasmEval - Intended Sarcasm Detection in English and Arabic SEMEVAL 2022
UniBO at SemEval-2022 Task 5: A Multimodal bi-Transformer Approach to the Binary and Fine-grained Identification of Misogyny in Memes NAACL 2022
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers NIPS 2022
SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification SEMEVAL 2022
Sapphire at SemEval-2022 Task 4: A Patronizing and Condescending Language Detection Model Based on Capsule Networks SEMEVAL 2022
UniBO at SemEval-2022 Task 5: A Multimodal bi-Transformer Approach to the Binary and Fine-grained Identification of Misogyny in Memes SEMEVAL 2022
SemEval-2022 Task 4: Patronizing and Condescending Language Detection SEMEVAL 2022
HW-TSC at SemEval-2022 Task 3: A Unified Approach Fine-tuned on Multilingual Pretrained Model for PreTENS SEMEVAL 2022