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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

SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding SEMEVAL 2022
On the Cusp of Comprehensibility: Can Language Models Distinguish Between Metaphors and Nonsense? EMNLP 2022
JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning NAACL 2022
C3PO: A Lightweight Copying Mechanism for Translating Pseudocode to Code AACL 2022
SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models ACL 2022
Gradient-Based Novelty Detection Boosted by Self-Supervised Binary Classification AAAI 2022
Towards understanding how momentum improves generalization in deep learning ICML 2022
When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data ACL 2022
IIT DHANBAD CODECHAMPS at SemEval-2022 Task 5: MAMI - Multimedia Automatic Misogyny Identification NAACL 2022
Exploring Binary Classification Hidden within Partial Label Learning IJCAI 2022
Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm NIPS 2022
MaNLP@SMM4H’22: BERT for Classification of Twitter Posts COLING 2022
On the Consistency of Max-Margin Losses AISTATS 2022
Classifying Emails into Human vs Machine Category AAAI 2022
Optimal Binary Classification Beyond Accuracy NIPS 2022
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers NIPS 2022
I2C at SemEval-2022 Task 5: Identification of misogyny in internet memes SEMEVAL 2022
FII UAIC at SemEval-2022 Task 6: iSarcasmEval - Intended Sarcasm Detection in English and Arabic NAACL 2022
PAIC at SemEval-2022 Task 5: Multi-Modal Misogynous Detection in MEMES with Multi-Task Learning And Multi-model Fusion NAACL 2022
YNU-HPCC at SemEval-2022 Task 6: Transformer-based Model for Intended Sarcasm Detection in English and Arabic SEMEVAL 2022
Pairwise Fairness for Ordinal Regression AISTATS 2022
A Dataset for Efforts Towards Achieving the Sustainable Development Goal of Safe Working Environments NIPS 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
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 SEMEVAL 2022
RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs SEMEVAL 2022