Weakly Supervised Learning

A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction ACL 2020 Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2 EMNLP 2020 Advancing Multiple Instance Learning with Attention Modeling for Categorical Speech Emotion Recognition Interspeech 2020 A General Method for Robust Learning from Batches NeurIPS 2020 A Joint Framework for Audio Tagging and Weakly Supervised Acoustic Event Detection Using DenseNet with Global Average Pooling Interspeech 2020 A Large-Scale Dataset for Argument Quality Ranking: Construction and Analysis AAAI 2020 Alibaba Submission to the WMT20 Parallel Corpus Filtering Task EMNLP 2020 AmbigQA: Answering Ambiguous Open-domain Questions EMNLP 2020 A Neural Model for Aggregating Coreference Annotation in Crowdsourcing COLING 2020 An Imitation Game for Learning Semantic Parsers from User Interaction EMNLP 2020 An Instance Level Approach for Shallow Semantic Parsing in Scientific Procedural Text EMNLP 2020 Annotating argumentation in Swedish social media COLING 2020 Annotating Coherence Relations for Studying Topic Transitions in Social Talk COLING 2020 Annotating Patient Information Needs in Online Diabetes Forums COLING 2020 Annotating Verbal MWEs in Irish for the PARSEME Shared Task 1.2 COLING 2020 Annotation Efficient Language Identification from Weak Labels EMNLP 2020 A Novel Model for Imbalanced Data Classification AAAI 2020 A Novel Self-Supervised Re-labeling Approach for Training with Noisy Labels WACV 2020 A Recurrent Model for Collective Entity Linking with Adaptive Features AAAI 2020 A Survey on Computational Propaganda Detection IJCAI 2020 A Topological Filter for Learning with Label Noise NeurIPS 2020 Attention-Based Network for Weak Labels in Neonatal Seizure Detection MLHC 2020 Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization CVPR 2020 A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings EMNLP 2020 Augmenting Turn-Taking Prediction with Wearable Eye Activity During Conversation Interspeech 2020