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Weakly Supervised Learning

3,895 papers

Papers per year

Papers

EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response AAAI 2020
VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions CVPR 2020
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods ICML 2020
Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates ICML 2020
Annotating Verbal MWEs in Irish for the PARSEME Shared Task 1.2 COLING 2020
UoR at SemEval-2020 Task 8: Gaussian Mixture Modelling (GMM) Based Sampling Approach for Multi-modal Memotion Analysis COLING 2020
An Instance Level Approach for Shallow Semantic Parsing in Scientific Procedural Text EMNLP 2020
Weakly-Supervised Video Moment Retrieval via Semantic Completion Network AAAI 2020
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild CVPR 2020
Improving Image Captioning with Better Use of Caption ACL 2020
LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation ACL 2020
Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction EMNLP 2020
Counterfactual Prediction for Bundle Treatment NIPS 2020
Boundary Enhanced Neural Span Classification for Nested Named Entity Recognition AAAI 2020
Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations EMNLP 2020
Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives EMNLP 2020
Iterative Data Programming for Expanding Text Classification Corpora AAAI 2020
A Topological Filter for Learning with Label Noise NIPS 2020
The MAGICAL Benchmark for Robust Imitation NIPS 2020
The Financial Document Causality Detection Shared Task (FinCausal 2020) COLING 2020
DeepErase: Weakly Supervised Ink Artifact Removal in Document Text Images WACV 2020
PFRL: Pose-Free Reinforcement Learning for 6D Pose Estimation CVPR 2020
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement AAAI 2020
Crossing the Line: Where do Demographic Variables Fit into Humor Detection? ACL 2020
Weakly-Supervised Fine-Grained Event Recognition on Social Media Texts for Disaster Management AAAI 2020