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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Abbreviation Expander - a Web-based System for Easy Reading of Technical Documents COLING 2018
Developing and Evaluating Annotation Procedures for Twitter Data during Hazard Events COLING 2018
Towards an argumentative content search engine using weak supervision COLING 2018
Personalizing Lexical Simplification COLING 2018
Learning Interpretable Control Dimensions for Speech Synthesis by Using External Data INTERSPEECH 2018
Efficient Algorithms for Outlier-Robust Regression COLT 2018
Incomplete Multi-View Weak-Label Learning IJCAI 2018
Label Enhancement for Label Distribution Learning IJCAI 2018
Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings EMNLP 2018
EZLearn: Exploiting Organic Supervision in Automated Data Annotation IJCAI 2018
Positive and Unlabeled Learning for Detecting Software Functional Clones with Adversarial Training IJCAI 2018
Learning from the experts: From expert systems to machine-learned diagnosis models MLHC 2018
Enabling Deep Learning of Emotion With First-Person Seed Expressions NAACL 2018
Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset NAACL 2018
Brain-inspired Balanced Tuning for Spiking Neural Networks IJCAI 2018
Cross-Domain Depression Detection via Harvesting Social Media IJCAI 2018
Weakly Learning to Match Experts in Online Community IJCAI 2018
Extracting Privileged Information from Untagged Corpora for Classifier Learning IJCAI 2018
Collaborative Learning for Weakly Supervised Object Detection IJCAI 2018
Tag-based Weakly-supervised Hashing for Image Retrieval IJCAI 2018
Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices NIPS 2018
Preference Based Adaptation for Learning Objectives NIPS 2018
CatBoost: unbiased boosting with categorical features NIPS 2018
Learning to Recognize Transient Sound Events using Attentional Supervision IJCAI 2018
Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer NIPS 2018