DeMuX: Data-efficient Multilingual Learning Nov 10, 2023 Active Learning
Code Code Available DenseReviewer: A Screening Prioritisation Tool for Systematic Review based on Dense Retrieval Feb 5, 2025 Active Learning
Code Code Available The Future of Data Science Education Jul 16, 2024 Active Learning
Code Code Available Multilingual Detection of Personal Employment Status on Twitter Mar 17, 2022 Active Learning Diversity
Code Code Available Practical, Efficient, and Customizable Active Learning for Named Entity Recognition in the Digital Humanities Jun 1, 2019 Active Learning General Classification
Code Code Available Sample Efficient Learning of Predictors that Complement Humans Jul 19, 2022 Active Learning
Code Code Available Derivative free optimization via repeated classification Apr 11, 2018 Active Learning Classification
Code Code Available Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization Jan 18, 2023 Active Learning Multi-Objective Reinforcement Learning
Code Code Available A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TAR Jan 16, 2024 Active Learning Systematic Literature Review
Code Code Available Detecting Anatomical and Functional Connectivity Relations in Biomedical Literature via Language Representation Models Jun 1, 2021 Active Learning Functional Connectivity
Code Code Available Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait Sketching Sep 2, 2024 Active Learning scientific discovery
Code Code Available Buy Me That Look: An Approach for Recommending Similar Fashion Products Aug 26, 2020 Active Learning Articles
Code Code Available Detecting Minority Arguments for Mutual Understanding: A Moderation Tool for the Online Climate Change Debate Oct 1, 2022 Active Learning
Code Code Available STONE: A Submodular Optimization Framework for Active 3D Object Detection Oct 4, 2024 3D Object Detection Active Learning
Code Code Available Sample Noise Impact on Active Learning Sep 3, 2021 Active Learning
Code Code Available Active Structure Learning of Bayesian Networks in an Observational Setting Mar 25, 2021 Active Learning
Code Code Available Detecting value-expressive text posts in Russian social media Dec 14, 2023 Active Learning Spam detection
Code Code Available Multi-Resolution Active Learning of Fourier Neural Operators Sep 29, 2023 Active Learning LEMMA
Code Code Available Building a comprehensive syntactic and semantic corpus of Chinese clinical texts Nov 7, 2016 Active Learning POS
Code Code Available Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image Segmentation Jan 29, 2024 Active Learning Image Segmentation
Code Code Available Multitask Active Learning for Graph Anomaly Detection Jan 24, 2024 Active Learning Anomaly Detection
Code Code Available Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models May 10, 2024 Active Learning Experimental Design
Code Code Available Sampling and Reconstruction of Signals on Product Graphs Jun 30, 2018 Active Learning Recommendation Systems
Code Code Available Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings Aug 1, 2019 Active Learning Domain Adaptation
Code Code Available Incremental Robot Learning of New Objects with Fixed Update Time May 17, 2016 Active Learning General Classification
Code Code Available Multi-task Active Learning for Pre-trained Transformer-based Models Aug 10, 2022 Active Learning Multi-Task Learning
Code Code Available Differentially Private Active Learning: Balancing Effective Data Selection and Privacy Oct 1, 2024 Active Learning Privacy Preserving
Code Code Available Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference Dec 7, 2024 Active Learning
Code Code Available DiffusAL: Coupling Active Learning with Graph Diffusion for Label-Efficient Node Classification Jul 31, 2023 Active Learning Graph Learning
Code Code Available Inferring solutions of differential equations using noisy multi-fidelity data Jul 16, 2016 Active Learning
Code Code Available XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners Oct 9, 2023 Active Learning Classification
Code Code Available Architectural and Inferential Inductive Biases For Exchangeable Sequence Modeling Mar 3, 2025 Active Learning Decision Making
Code Code Available Info-Coevolution: An Efficient Framework for Data Model Coevolution Jun 9, 2025 Active Learning
Code Code Available APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning Aug 29, 2018 Active Learning reinforcement-learning
Code Code Available Information Condensing Active Learning Feb 18, 2020 Active Learning
Code Code Available A Practical Incremental Learning Framework For Sparse Entity Extraction Jun 26, 2018 Active Learning Entity Extraction using GAN
Code Code Available Active Learning via Classifier Impact and Greedy Selection for Interactive Image Retrieval Dec 3, 2024 Active Learning Binary Classification
Code Code Available Black-Box Batch Active Learning for Regression Feb 17, 2023 Active Learning regression
Code Code Available Disambiguation of Company names via Deep Recurrent Networks Mar 7, 2023 Active Learning Entity Disambiguation
Code Code Available DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers Oct 29, 2024 Active Learning text-classification
Code Code Available Information-Theoretic Active Learning for Content-Based Image Retrieval Sep 7, 2018 Active Learning Binary Classification
Code Code Available Discovering General-Purpose Active Learning Strategies Oct 9, 2018 Active Learning BIG-bench Machine Learning
Code Code Available Approximate Bayesian Computation with Domain Expert in the Loop Jan 28, 2022 Active Learning Dimensionality Reduction
Code Code Available Sampling Bias in Deep Active Classification: An Empirical Study Sep 20, 2019 Active Learning Classification
Code Code Available Discovery of Self-Assembling π-Conjugated Peptides by Active Learning-Directed Coarse-Grained Molecular Simulation Jan 27, 2020 Active Learning Bayesian Optimization
Code Code Available A-Optimal Active Learning Oct 18, 2021 Active Learning Experimental Design
Code Code Available Bidirectional Uncertainty-Based Active Learning for Open Set Annotation Feb 23, 2024 Active Learning
Code Code Available Predictive Accuracy-Based Active Learning for Medical Image Segmentation May 1, 2024 Active Learning Diversity
Code Code Available Discriminative Active Learning Jul 15, 2019 Active Learning Binary Classification
Code Code Available Instance-wise Supervision-level Optimization in Active Learning Mar 9, 2025 Active Learning Diversity
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