Active Learning

Few-shot initializing of Active Learner via Meta-Learning EMNLP 2022 Fleet-DAgger: Interactive Robot Fleet Learning with Scalable Human Supervision CoRL 2022 GALAXY: Graph-based Active Learning at the Extreme ICML 2022 GeneDisco: A Benchmark for Experimental Design in Drug Discovery ICLR 2022 GEQCA: Generic Qualitative Constraint Acquisition AAAI 2022 GreaseVision: Rewriting the Rules of the Interface NAACL 2022 Guided K-best Selection for Semantic Parsing Annotation ACL 2022 How Did the Model Change? Efficiently Assessing Machine Learning API Shifts ICLR 2022 Human-AI Collaborative Bayesian Optimisation NeurIPS 2022 Human-in-the-loop Speaker Adaptation for DNN-based Multi-speaker TTS Interspeech 2022 IALE: Imitating Active Learner Ensembles JMLR 2022 Identifying Wrongly Predicted Samples: A Method for Active Learning WACV 2022 Improved Algorithms for Neural Active Learning NeurIPS 2022 Improving Human Annotation Effectiveness for Fact Collection by Identifying the Most Relevant Answers EMNLP 2022 Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection EMNLP 2022 Improving Named Entity Recognition in Telephone Conversations via Effective Active Learning with Human in the Loop EMNLP 2022 INQUIRE: INteractive Querying for User-aware Informative REasoning CoRL 2022 Interactively Learning Preference Constraints in Linear Bandits ICML 2022 Interactively Uncovering Latent Arguments in Social Media Platforms: A Case Study on the Covid-19 Vaccine Debate EMNLP 2022 Interactive Multi-Class Tiny-Object Detection CVPR 2022 Is More Data Better? Re-thinking the Importance of Efficiency in Abusive Language Detection with Transformers-Based Active Learning COLING 2022 Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours EMNLP 2022 Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints EMNLP 2022 LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide ACL 2022 Learning Distinctive Margin Toward Active Domain Adaptation CVPR 2022