active learning

Not All Out-of-Distribution Data Are Harmful to Open-Set Active Learning NeurIPS 2023 Novel Intent Detection and Active Learning Based Classification (Student Abstract) AAAI 2023 On Dataset Transferability in Active Learning for Transformers ACL 2023 On the Limitations of Simulating Active Learning ACL 2023 PALS: Personalized Active Learning for Subjective Tasks in NLP EMNLP 2023 Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings EMNLP 2023 PARCS: A Deployment-Oriented AI System for Robust Parcel-Level Cropland Segmentation of Satellite Images AAAI 2023 Physics-Guided Active Learning of Environmental Flow Fields L4DC 2023 Pixel Is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection AAAI 2023 Provable Safe Reinforcement Learning with Binary Feedback AISTATS 2023 Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play ICLR 2023 PyTAIL: An Open Source Tool for Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data EMNLP 2023 Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach EMNLP 2023 Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift WACV 2023 Reducing cohort bias in natural language understanding systems with targeted self-training scheme ACL 2023 Refined Mechanism Design for Approximately Structured Priors via Active Regression NeurIPS 2023 Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification ACL 2023 Re-Thinking Federated Active Learning Based on Inter-Class Diversity CVPR 2023 Rethinking the Data Annotation Process for Multi-View 3D Pose Estimation With Active Learning and Self-Training WACV 2023 Revisiting Sample Size Determination in Natural Language Understanding ACL 2023 Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition EMNLP 2023 Robust Active Distillation ICLR 2023 SAAL: Sharpness-Aware Active Learning ICML 2023 SALAD: Source-Free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and Detection WACV 2023 Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing ICLR 2023