Multi-Label Learning

Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification AACL 2022 Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier Interspeech 2022 GlideNet: Global, Local and Intrinsic Based Dense Embedding NETwork for Multi-Category Attributes Prediction CVPR 2022 Learning from Multiple Noisy Partial Labelers AISTATS 2022 Meta-Learning for Multi-Label Few-Shot Classification WACV 2022 Multi-Label Iterated Learning for Image Classification With Label Ambiguity CVPR 2022 Multi-Type Urban Crime Prediction AAAI 2022 Partial Label Learning via Label Influence Function ICML 2022 Product Titles-to-Attributes As a Text-to-Text Task ACL 2022 Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification EMNLP 2022 Sum of Ranked Range Loss for Supervised Learning JMLR 2022 The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation Interspeech 2022 Towards Multi-label Unknown Intent Detection COLING 2022 Tracking Satisfaction States for Customer Satisfaction Prediction in E-commerce Service Chatbots COLING 2022 Vector-Valued Least-Squares Regression under Output Regularity Assumptions JMLR 2022 A Circular-Structured Representation for Visual Emotion Distribution Learning CVPR 2021 Detecting Speaker Personas from Conversational Texts EMNLP 2021 Few-Shot Partial-Label Learning IJCAI 2021 Label Distribution Learning Machine ICML 2021 Learning with Different Amounts of Annotation: From Zero to Many Labels EMNLP 2021 LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification AAAI 2021 Multi-Label Activity Recognition Using Activity-Specific Features and Activity Correlations CVPR 2021 Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing AAAI 2021 Rethinking and Reweighting the Univariate Losses for Multi-Label Ranking: Consistency and Generalization NeurIPS 2021 A Shared Multi-Attention Framework for Multi-Label Zero-Shot Learning CVPR 2020