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Classification

1251 directly classified papers

Papers per year

Papers

SentNoB: A Dataset for Analysing Sentiment on Noisy Bangla Texts EMNLP 2021
Verdict Inference with Claim and Retrieved Elements Using RoBERTa EMNLP 2021
Exploratory Machine Learning with Unknown Unknowns AAAI 2021
Early Safety Warnings for Long-Distance Pipelines: A Distributed Optical Fiber Sensor Machine Learning Approach AAAI 2021
Learning to Purify Noisy Labels via Meta Soft Label Corrector AAAI 2021
Meta Label Correction for Noisy Label Learning AAAI 2021
Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection AAAI 2021
Learning from Noisy Labels with Complementary Loss Functions AAAI 2021
Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators’ Disagreement EMNLP 2021
Stance Detection in German News Articles EMNLP 2021
“Something Something Hota Hai!” An Explainable Approach towards Sentiment Analysis on Indian Code-Mixed Data EMNLP 2021
Disentangling Label Distribution for Long-Tailed Visual Recognition CVPR 2021
BERT-Beta: A Proactive Probabilistic Approach to Text Moderation EMNLP 2021
Influence-Balanced Loss for Imbalanced Visual Classification ICCV 2021
VideoLT: Large-Scale Long-Tailed Video Recognition ICCV 2021
Robust Learning under Strong Noise via SQs AISTATS 2021
Distributional Robustness Loss for Long-Tail Learning ICCV 2021
Semi-Supervised Aggregation of Dependent Weak Supervision Sources With Performance Guarantees AISTATS 2021
Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks AAAI 2021
A Survey of Online Hate Speech through the Causal Lens EMNLP 2021
Where there's Smoke, there's Fire: Wildfire Risk Predictive Modeling via Historical Climate Data AAAI 2021
Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks EMNLP 2021
Learn the Highest Label and Rest Label Description Degrees IJCAI 2021
COVID-19 and Misinformation: A Large-Scale Lexical Analysis on Twitter IJCNLP 2021
Learning from Complementary Labels via Partial-Output Consistency Regularization IJCAI 2021