Weakly Supervised Learning

Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling ACL 2020 Improving Neural Relation Extraction with Positive and Unlabeled Learning AAAI 2020 Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes EMNLP 2020 Incentivizing Evaluation with Peer Prediction and Limited Access to Ground Truth (Extended Abstract) IJCAI 2020 Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods COLING 2020 Inferring about fraudulent collusion risk on Brazilian public works contracts in official texts using a Bi-LSTM approach EMNLP 2020 Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback NeurIPS 2020 Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection CVPR 2020 Interactive Anomaly Detection in Mixed Tabular Data using Bayesian Networks PGM 2020 Interactive Imitation Learning in State-Space CoRL 2020 Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions ICML 2020 Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge ICML 2020 Iterative Data Programming for Expanding Text Classification Corpora AAAI 2020 IWE-Net: Instance Weight Network for Locating Negative Comments and its application to improve Traffic User Experience AAAI 2020 Joint Entity and Relation Extraction for Legal Documents with Legal Feature Enhancement COLING 2020 Joint Modelling of Emotion and Abusive Language Detection ACL 2020 Joint Prediction of Punctuation and Disfluency in Speech Transcripts Interspeech 2020 Label Distribution for Learning with Noisy Labels IJCAI 2020 Label-Efficient Training for Next Response Selection EMNLP 2020 Label Enhancement for Label Distribution Learning via Prior Knowledge IJCAI 2020 Label Enhancement with Sample Correlations via Low-Rank Representation AAAI 2020 Label Noise in Context ACL 2020 Label-Noise Robust Domain Adaptation ICML 2020 Large Scale Audiovisual Learning of Sounds with Weakly Labeled Data IJCAI 2020 Large Scale Weakly and Semi-Supervised Learning for Low-Resource Video ASR Interspeech 2020