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

Robustness Verification of Multi-Class Tree Ensembles AAAI 2024
Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention AISTATS 2024
Regimes of No Gain in Multi-class Active Learning JMLR 2024
CareCorpus: A Corpus of Real-World Solution-Focused Caregiver Strategies for Personalized Pediatric Rehabilitation Service Design COLING 2024
Multi-Class Support Vector Machine with Maximizing Minimum Margin AAAI 2024
Classifier Calibration with ROC-Regularized Isotonic Regression AISTATS 2024
Exploring BERT-Based Classification Models for Detecting Phobia Subtypes: A Novel Tweet Dataset and Comparative Analysis COLING 2024
Towards ML-supported Triage Prediction in Real-World Emergency Room Scenarios ACL 2024
Confidence Calibration of Classifiers with Many Classes NIPS 2024
Predictor-Rejector Multi-Class Abstention: Theoretical Analysis and Algorithms ALT 2024
FastFit: Fast and Effective Few-Shot Text Classification with a Multitude of Classes NAACL 2024
Discover-Then-Rank Unlabeled Support Vectors in the Dual Space for Multi-Class Active Learning ICML 2023
Distribution Free Domain Generalization ICML 2023
The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications NIPS 2023
Cut your Losses with Squentropy ICML 2023
SemEval-2023 Task 4: ValueEval: Identification of Human Values Behind Arguments SEMEVAL 2023
DS at SemEval-2023 Task 10: Explaining Online Sexism using Transformer based Approach SEMEVAL 2023
Exponentially Convergent Algorithms for Supervised Matrix Factorization NIPS 2023
[RETRACTED] Findings of WASSA 2023 Shared Task: Multi-Label and Multi-Class Emotion Classification on Code-Mixed Text Messages ACL 2023
Demystifying the Optimal Performance of Multi-Class Classification NIPS 2023
$H$-Consistency Bounds: Characterization and Extensions NIPS 2023
Characterizing the Optimal $0-1$ Loss for Multi-class Classification with a Test-time Attacker NIPS 2023
NLP_CHRISTINE at SemEval-2023 Task 10: Utilizing Transformer Contextual Representations and Ensemble Learning for Sexism Detection on Social Media Texts ACL 2023
AFPSNet: Multi-Class Part Parsing Based on Scaled Attention and Feature Fusion WACV 2023
Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification EMNLP 2023