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Multi-Label Learning

122 papers

Papers per year

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Papers

Learning from Multiple Noisy Partial Labelers AISTATS 2022
Tracking Satisfaction States for Customer Satisfaction Prediction in E-commerce Service Chatbots COLING 2022
Towards Multi-label Unknown Intent Detection COLING 2022
CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers COLING 2022
Multi-Label Iterated Learning for Image Classification With Label Ambiguity CVPR 2022
GlideNet: Global, Local and Intrinsic Based Dense Embedding NETwork for Multi-Category Attributes Prediction CVPR 2022
Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification EMNLP 2022
Partial Label Learning via Label Influence Function ICML 2022
The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation INTERSPEECH 2022
Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier INTERSPEECH 2022
Sum of Ranked Range Loss for Supervised Learning JMLR 2022
Vector-Valued Least-Squares Regression under Output Regularity Assumptions JMLR 2022
Meta-Learning for Multi-Label Few-Shot Classification WACV 2022
Rethinking and Reweighting the Univariate Losses for Multi-Label Ranking: Consistency and Generalization NIPS 2021
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification AAAI 2021
Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing AAAI 2021
Multi-Label Activity Recognition Using Activity-Specific Features and Activity Correlations CVPR 2021
A Circular-Structured Representation for Visual Emotion Distribution Learning CVPR 2021
Detecting Speaker Personas from Conversational Texts EMNLP 2021
Learning with Different Amounts of Annotation: From Zero to Many Labels EMNLP 2021
Label Distribution Learning Machine ICML 2021
Few-Shot Partial-Label Learning IJCAI 2021
Label-Specific Dual Graph Neural Network for Multi-Label Text Classification IJCNLP 2021
Label Error Correction and Generation through Label Relationships AAAI 2020
Label Enhancement with Sample Correlations via Low-Rank Representation AAAI 2020