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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Towards Enabling Binary Decomposition for Partial Label Learning IJCAI 2018
Does Tail Label Help for Large-Scale Multi-Label Learning IJCAI 2018
Iterative Metric Learning for Imbalance Data Classification IJCAI 2018
Leveraging Latent Label Distributions for Partial Label Learning IJCAI 2018
A Novel Data Representation for Effective Learning in Class Imbalanced Scenarios IJCAI 2018
Behavior of Analogical Inference w.r.t. Boolean Functions IJCAI 2018
Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018
Identifying Affective Events and the Reasons for their Polarity EMNLP 2018
Detecting Diabetes Risk from Social Media Activity EMNLP 2018
Learning Concept Abstractness Using Weak Supervision EMNLP 2018
Learning Named Entity Tagger using Domain-Specific Dictionary EMNLP 2018
Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging EMNLP 2018
Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection ACL 2018
A Multi-Axis Annotation Scheme for Event Temporal Relations ACL 2018
Weakly Supervised Semantic Parsing with Abstract Examples ACL 2018
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ACL 2018
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags COLING 2018
Where is Your Evidence: Improving Fact-checking by Justification Modeling EMNLP 2018
Minimax Concave Penalized Multi-Armed Bandit Model with High-Dimensional Covariates ICML 2018
Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation CVPR 2018
Zigzag Learning for Weakly Supervised Object Detection CVPR 2018
Competitive Caching with Machine Learned Advice ICML 2018
Weakly Supervised Learning of Single-Cell Feature Embeddings CVPR 2018
Iterative Learning With Open-Set Noisy Labels CVPR 2018
Webly Supervised Learning Meets Zero-Shot Learning: A Hybrid Approach for Fine-Grained Classification CVPR 2018