Weakly Supervised Learning

Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling ACL 2020 Learning to Map Frequent Phrases to Sub-Structures of Meaning Representation for Neural Semantic Parsing AAAI 2020 Learning to Recognize Per-Rater’s Emotion Perception Using Co-Rater Training Strategy with Soft and Hard Labels Interspeech 2020 Learning to Segment Actions from Observation and Narration ACL 2020 Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge ACL 2020 Learning Video Object Segmentation From Unlabeled Videos CVPR 2020 Learning with Bounded Instance and Label-dependent Label Noise ICML 2020 Learning with Multiple Complementary Labels ICML 2020 Learning with Noise: Improving Distantly-Supervised Fine-grained Entity Typing via Automatic Relabeling IJCAI 2020 Learning with Unsure Responses AAAI 2020 Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension COLING 2020 Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection EMNLP 2020 Leveraging Document-Level Label Consistency for Named Entity Recognition IJCAI 2020 Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation EMNLP 2020 Loss-Based Attention for Deep Multiple Instance Learning AAAI 2020 Low Resource Sequence Tagging with Weak Labels AAAI 2020 Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives EMNLP 2020 MAF: Multimodal Alignment Framework for Weakly-Supervised Phrase Grounding EMNLP 2020 Making Information Seeking Easier: An Improved Pipeline for Conversational Search EMNLP 2020 Masked Based Unsupervised Content Transfer ICLR 2020 Merging Weak and Active Supervision for Semantic Parsing AAAI 2020 metaCAT: A Metadata-based Task-oriented Chatbot Annotation Tool AACL 2020 Meta-Learning for Speech Emotion Recognition Considering Ambiguity of Emotion Labels Interspeech 2020 METAL: Minimum Effort Temporal Activity Localization in Untrimmed Videos CVPR 2020 META: Metadata-Empowered Weak Supervision for Text Classification EMNLP 2020