← Learning Types
Machine Learning › Learning Types ›

Classification

1251 directly classified papers

Papers per year

Papers

Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model CVPR 2024
The Risks of Recourse in Binary Classification AISTATS 2024
Sharp error bounds for imbalanced classification: how many examples in the minority class? AISTATS 2024
All Beings Are Equal in Open Set Recognition AAAI 2024
JudithJeyafreeda_StressIdent_LT-EDI@EACL2024: GPT for stress identification EACL 2024
A Metalearned Neural Circuit for Nonparametric Bayesian Inference NIPS 2024
Class Balancing for Efficient Active Learning in Imbalanced Datasets EACL 2024
Realizable $H$-Consistent and Bayes-Consistent Loss Functions for Learning to Defer NIPS 2024
Verba volant, scripta volant? Don’t worry! There are computational solutions for protoword reconstruction EMNLP 2024
PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling EMNLP 2024
Hateful Word in Context Classification EMNLP 2024
A Diachronic Analysis of Gender-Neutral Language on wikiHow EACL 2024
Spotting AI’s Touch: Identifying LLM-Paraphrased Spans in Text ACL 2024
Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models ACL 2024
Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization ACL 2024
Quartet@LT-EDI 2024: Support Vector Machine Based Approach For Homophobia/Transphobia Detection In Social Media Comments EACL 2024
Exposing propaganda: an analysis of stylistic cues comparing human annotations and machine classification EACL 2024
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection ACL 2024
Overview of the Second Shared Task on Fake News Detection in Dravidian Languages: DravidianLangTech@EACL 2024 EACL 2024
Beyond Turing: A Comparative Analysis of Approaches for Detecting Machine-Generated Text NAACL 2024
Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph ACL 2024
Defying Imbalanced Forgetting in Class Incremental Learning AAAI 2024
CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers ACL 2024
Auto311: A Confidence-Guided Automated System for Non-emergency Calls AAAI 2024