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Multi-Class Classification

72 directly classified papers

Papers per year

Papers

Howard University - AI4PC at SemEval-2025 Task 3: Logit-based Supervised Token Classification for Multilingual Hallucination Span Identification Using XGBOD ACL 2025
Overview of the Shared Task on Sentiment Analysis in Tamil and Tulu NAACL 2025
CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection AAAI 2025
BullyBench: Youth & Experts-in-the-loop Framework for Intrinsic and Extrinsic Cyberbullying NLP Benchmarking EMNLP 2025
Building a Long Text Privacy Policy Corpus with Multi-Class Labels ACL 2025
Déjà Vu? Decoding Repeated Reading from Eye Movements ACL 2025
Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection ACL 2025
Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning AAAI 2024
Regimes of No Gain in Multi-class Active Learning JMLR 2024
Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention AISTATS 2024
Fast Rates for Bandit PAC Multiclass Classification NIPS 2024
Fairness guarantees in multi-class classification with demographic parity JMLR 2024
Multiclass Transductive Online Learning NIPS 2024
Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View NIPS 2024
Set-valued Classification with Out-of-distribution Detection for Many Classes JMLR 2023
Scalable Optimal Multiway-Split Decision Trees with Constraints AAAI 2023
Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments JMLR 2023
Event Process Typing via Hierarchical Optimal Transport AAAI 2023
Stability of Random Forests and Coverage of Random-Forest Prediction Intervals NIPS 2023
Demystifying the Optimal Performance of Multi-Class Classification NIPS 2023
FedABC: Targeting Fair Competition in Personalized Federated Learning AAAI 2023
Relative Entropic Optimal Transport: a (Prior-aware) Matching Perspective to (Unbalanced) Classification NIPS 2023
DeepType 2: Superhuman Entity Linking, All You Need Is Type Interactions AAAI 2022
Active Learning of Classifiers with Label and Seed Queries NIPS 2022
TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning AAAI 2022