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Weakly Supervised Learning

3,895 papers

Papers per year

Papers

Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling ACL 2020
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading EMNLP 2020
Learning with Multiple Complementary Labels ICML 2020
On Identifying Hashtags in Disaster Twitter Data AAAI 2020
Learning in the Wild with Incremental Skeptical Gaussian Processes IJCAI 2020
Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation COLING 2020
Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels ICML 2020
Complete Bottom-Up Predicate Invention in Meta-Interpretive Learning IJCAI 2020
Weakly Supervised Medication Regimen Extraction from Medical Conversations EMNLP 2020
Strength from Weakness: Fast Learning Using Weak Supervision ICML 2020
Disentangling Human Error from Ground Truth in Segmentation of Medical Images NIPS 2020
Towards Modeling Revision Requirements in wikiHow Instructions EMNLP 2020
CTC-Synchronous Training for Monotonic Attention Model INTERSPEECH 2020
Supervised Discovery of Unknown Unknowns through Test Sample Mining (Student Abstract) AAAI 2020
Multi-grained Chinese Word Segmentation with Weakly Labeled Data COLING 2020
PLANS: Neuro-Symbolic Program Learning from Videos NIPS 2020
Claim Check-Worthiness Detection as Positive Unlabelled Learning EMNLP 2020
Dual Attention in Time and Frequency Domain for Voice Activity Detection INTERSPEECH 2020
Leveraging Document-Level Label Consistency for Named Entity Recognition IJCAI 2020
Entity Type Enhanced Neural Model for Distantly Supervised Relation Extraction (Student Abstract) AAAI 2020
Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning ICML 2020
Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks ACL 2020
Learning Dialog Policies from Weak Demonstrations ACL 2020
Emotion Profile Refinery for Speech Emotion Classification INTERSPEECH 2020
Revisiting Rumour Stance Classification: Dealing with Imbalanced Data COLING 2020