conftrace_

multi-class classification

280 papers

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Co-occurring keywords

text classification (6793) support vector machine (978) transformer model (1996) multiclass classification (181) binary classification (678) ensemble learning (1274) generalization bound (652) active learning (1301) multi-label classification (1009) transfer learning (5449)

Papers

Exponentially Convergent Algorithms for Supervised Matrix Factorization NIPS 2023
Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification EMNLP 2023
Set-valued Classification with Out-of-distribution Detection for Many Classes JMLR 2023
ACSMKRHR at SemEval-2023 Task 10: Explainable Online Sexism Detection(EDOS) ACL 2023
Demystifying the Optimal Performance of Multi-Class Classification NIPS 2023
Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments JMLR 2023
Score_IsAll_You_Need at BLP-2023 Task 1: A Hierarchical Classification Approach to Detect Violence Inciting Text using Transformers EMNLP 2023
Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection ICCV 2023
Mavericks at NADI 2023 Shared Task: Unravelling Regional Nuances through Dialect Identification using Transformer-based Approach EMNLP 2023
Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification ICML 2023
SemEval-2023 Task 4: ValueEval: Identification of Human Values Behind Arguments SEMEVAL 2023
Label Distributionally Robust Losses for Multi-class Classification: Consistency, Robustness and Adaptivity ICML 2023
Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness AISTATS 2023
Convergence of Uncertainty Sampling for Active Learning ICML 2022
The Tree Loss: Improving Generalization with Many Classes AISTATS 2022
Generalizing Consistent Multi-Class Classification with Rejection to be Compatible with Arbitrary Losses NIPS 2022
Automatic Identification and Classification of Bragging in Social Media ACL 2022
Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ACL 2022
Multi-Class $H$-Consistency Bounds NIPS 2022
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers AAAI 2022
SSN_MLRG1@LT-EDI-ACL2022: Multi-Class Classification using BERT models for Detecting Depression Signs from Social Media Text ACL 2022
PALI-NLP at SemEval-2022 Task 6: iSarcasmEval- Fine-tuning the Pre-trained Model for Detecting Intended Sarcasm NAACL 2022
Systematic Evaluation of Predictive Fairness AACL 2022
X-PuDu at SemEval-2022 Task 7: A Replaced Token Detection Task Pre-trained Model with Pattern-aware Ensembling for Identifying Plausible Clarifications NAACL 2022
Federated Learning with Positive and Unlabeled Data ICML 2022