← Learning Types
Machine Learning › Learning Types ›

Classification

1251 directly classified papers

Papers per year

Papers

$H$-Consistency Bounds for Pairwise Misranking Loss Surrogates ICML 2023
Mind the Gap: Automated Corpus Creation for Enthymeme Detection and Reconstruction in Learner Arguments EMNLP 2023
Focal Training and Tagger Decouple for Grammatical Error Correction ACL 2023
A New Task and Dataset on Detecting Attacks on Human Rights Defenders ACL 2023
Revisiting Discriminative vs. Generative Classifiers: Theory and Implications ICML 2023
Scalable and Explainable Automated Scoring for Open-Ended Constructed Response Math Word Problems ACL 2023
Learning to Defer with Limited Expert Predictions AAAI 2023
Beyond Black Box AI generated Plagiarism Detection: From Sentence to Document Level ACL 2023
FedPD: Federated Open Set Recognition with Parameter Disentanglement ICCV 2023
Narrative Style and the Spread of Health Misinformation on Twitter EMNLP 2023
ClaimDiff: Comparing and Contrasting Claims on Contentious Issues ACL 2023
Distinguishing Romanized Hindi from Romanized Urdu ACL 2023
Effective Data Augmentation for Sentence Classification Using One VAE per Class COLING 2022
Twitter Topic Classification COLING 2022
On Some Fast And Robust Classifiers For High Dimension, Low Sample Size Data AISTATS 2022
Nuances in Margin Conditions Determine Gains in Active Learning AISTATS 2022
SI2M & AIOX Labs at WANLP 2022 Shared Task: Propaganda Detection in Arabic, A Data Augmentation and Name Entity Recognition Approach EMNLP 2022
Self-training Converts Weak Learners to Strong Learners in Mixture Models AISTATS 2022
Optimizing Early Warning Classifiers to Control False Alarms via a Minimum Precision Constraint AISTATS 2022
Momentum Accelerates the Convergence of Stochastic AUPRC Maximization AISTATS 2022
Strategic ranking AISTATS 2022
SepLL: Separating Latent Class Labels from Weak Supervision Noise EMNLP 2022
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering EMNLP 2022
Arabic dialect identification using machine learning and transformer-based models: Submission to the NADI 2022 Shared Task EMNLP 2022
Exploring Multi-task Learning Based Gender Recognition and Age Estimation for Class-imbalanced Data INTERSPEECH 2022