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Active Learning

Papers archive 2025-07-28

archive papers tagged: 3,073 · with a code link: 913 · where Syntology ran a sample: 195 (164 with a run with no instrument failure, 31 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (195 of 3,073 tagged: 164 with a run with no instrument failure, 31 where every run was a failure of Syntology's instrument)

Page 30 of 31: papers 2,901 to 3,000 of 3,073, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Judging the Quality of Automatically Generated Gap-fill Question using Active Learning
  1 Jun 2015 0 repositories listed
• Narrowing the Loop: Integration of Resources and Linguistic Dataset Development with Interactive Machine Learning
  1 Jun 2015 0 repositories listed
• Stratégies de sélection des exemples pour l'apprentissage actif avec des champs aléatoires conditionnels
  1 Jun 2015 0 repositories listed
• What I've learned about annotating informal text (and why you shouldn't take my word for it)
  1 Jun 2015 0 repositories listed
• Learning with a Drifting Target Concept
  20 May 2015 0 repositories listed
• Algorithmic Connections Between Active Learning and Stochastic Convex Optimization
  15 May 2015 0 repositories listed
• An Analysis of Active Learning With Uniform Feature Noise
  15 May 2015 0 repositories listed
• Active learning for sense annotation
  1 May 2015 0 repositories listed
• Active Learning with Rationales for Text Classification
  1 May 2015 0 repositories listed
• Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers
  1 May 2015 0 repositories listed
• Social Media Predictive Analytics
  1 May 2015 0 repositories listed
• Hierarchical Subquery Evaluation for Active Learning on a Graph
  30 Apr 2015 0 repositories listed
• An Active Learning Based Approach For Effective Video Annotation And Retrieval
  27 Apr 2015 0 repositories listed
• Autonomy and Reliability of Continuous Active Learning for Technology-Assisted Review
  26 Apr 2015 0 repositories listed
• Analysis of Stopping Active Learning based on Stabilizing Predictions
  23 Apr 2015 0 repositories listed
• Deciding when to stop: Efficient stopping of active learning guided drug-target prediction
  9 Apr 2015 0 repositories listed
• A New Vision of Collaborative Active Learning
  1 Apr 2015 0 repositories listed
• Active Model Aggregation via Stochastic Mirror Descent
  28 Mar 2015 0 repositories listed
• Neural Network-Based Active Learning in Multivariate Calibration
  19 Mar 2015 0 repositories listed
• What Properties are Desirable from an Electron Microscopy Segmentation Algorithm
  18 Mar 2015 0 repositories listed
• Efficient Learning of Linear Separators under Bounded Noise
  12 Mar 2015 0 repositories listed
• Joint Active Learning with Feature Selection via CUR Matrix Decomposition
  4 Mar 2015 0 repositories listed
• Just Sort It! A Simple and Effective Approach to Active Preference Learning
  19 Feb 2015 0 repositories listed
• Gaussian Process Models for HRTF based Sound-Source Localization and Active-Learning
  11 Feb 2015 0 repositories listed
• Estimating Optimal Active Learning via Model Retraining Improvement
  5 Feb 2015 0 repositories listed
• Stochastic Descent Analysis of Representation Learning Algorithms
  18 Dec 2014 0 repositories listed
• Visual Causal Feature Learning
  7 Dec 2014 0 repositories listed
• Extracting and Selecting Relevant Corpora for Domain Adaptation in MT
  1 Dec 2014 0 repositories listed
• Needle in a Haystack: Reducing the Costs of Annotating Rare-Class Instances in Imbalanced Datasets
  1 Dec 2014 0 repositories listed
• Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature
  3 Nov 2014 0 repositories listed
• Active Regression by Stratification
  22 Oct 2014 0 repositories listed
• Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation
  21 Oct 2014 0 repositories listed
• Minimax Analysis of Active Learning
  3 Oct 2014 0 repositories listed
• An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences
  1 Oct 2014 0 repositories listed
• Combining Distant and Partial Supervision for Relation Extraction
  1 Oct 2014 0 repositories listed
• Formalizing Word Sampling for Vocabulary Prediction as Graph-based Active Learning
  1 Oct 2014 0 repositories listed
• Active Dictionary Learning in Sparse Representation Based Classification
  19 Sep 2014 0 repositories listed
• A Method for Stopping Active Learning Based on Stabilizing Predictions and the Need for User-Adjustable Stopping
  17 Sep 2014 0 repositories listed
• Taking into Account the Differences between Actively and Passively Acquired Data: The Case of Active Learning with Support Vector Machines for Imbalanced Datasets
  17 Sep 2014 0 repositories listed
• ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems
  16 Sep 2014 0 repositories listed
• Active Metric Learning from Relative Comparisons
  15 Sep 2014 0 repositories listed
• An Approach to Reducing Annotation Costs for BioNLP
  12 Sep 2014 0 repositories listed
• Exponentiated Gradient Exploration for Active Learning
  10 Aug 2014 0 repositories listed
• When does Active Learning Work?
  6 Aug 2014 0 repositories listed
• Active Learning in Noisy Conditions for Spoken Language Understanding
  1 Aug 2014 0 repositories listed
• Method51 for Mining Insight from Social Media Datasets
  1 Aug 2014 0 repositories listed
• Optimizing annotation efforts to build reliable annotated corpora for training statistical models
  1 Aug 2014 0 repositories listed
• Targeting Optimal Active Learning via Example Quality
  30 Jul 2014 0 repositories listed
• Bayesian Nonparametric Crowdsourcing
  18 Jul 2014 0 repositories listed
• Beyond Disagreement-based Agnostic Active Learning
  10 Jul 2014 0 repositories listed
• Learning Privately with Labeled and Unlabeled Examples
  10 Jul 2014 0 repositories listed
• Active Learning and Best-Response Dynamics
  25 Jun 2014 0 repositories listed
• Noise-adaptive Margin-based Active Learning and Lower Bounds under Tsybakov Noise Condition
  20 Jun 2014 0 repositories listed
• Active Learning with Constrained Topic Model
  1 Jun 2014 0 repositories listed
• Active Learning with Efficient Feature Weighting Methods for Improving Data Quality and Classification Accuracy
  1 Jun 2014 0 repositories listed
• Automatic Annotation Suggestions and Custom Annotation Layers in WebAnno
  1 Jun 2014 0 repositories listed
• Beyond Comparing Image Pairs: Setwise Active Learning for Relative Attributes
  1 Jun 2014 0 repositories listed
• Bilingual Active Learning for Relation Classification via Pseudo Parallel Corpora
  1 Jun 2014 0 repositories listed
• Design of an Active Learning System with Human Correction for Content Analysis
  1 Jun 2014 0 repositories listed
• Difficult Cases: From Data to Learning, and Back
  1 Jun 2014 0 repositories listed
• Improving Classification-Based Natural Language Understanding with Non-Expert Annotation
  1 Jun 2014 0 repositories listed
• Incremental Activity Modeling and Recognition in Streaming Videos
  1 Jun 2014 0 repositories listed
• Optimizing Features in Active Machine Learning for Complex Qualitative Content Analysis
  1 Jun 2014 0 repositories listed
• Parallel FDA5 for Fast Deployment of Accurate Statistical Machine Translation Systems
  1 Jun 2014 0 repositories listed
• Semantics for Large-Scale Multimedia: New Challenges for NLP
  1 Jun 2014 0 repositories listed
• Structuring Operative Notes using Active Learning
  1 Jun 2014 0 repositories listed
• A Quality-based Active Sample Selection Strategy for Statistical Machine Translation
  1 May 2014 0 repositories listed
• Focusing Annotation for Semantic Role Labeling
  1 May 2014 0 repositories listed
• Language Resource Addition: Dictionary or Corpus?
  1 May 2014 0 repositories listed
• Active Learning for Undirected Graphical Model Selection
  13 Apr 2014 0 repositories listed
• A Compression Technique for Analyzing Disagreement-Based Active Learning
  5 Apr 2014 0 repositories listed
• Active Learning for Post-Editing Based Incrementally Retrained MT
  1 Apr 2014 0 repositories listed
• Confidence-based Active Learning Methods for Machine Translation
  1 Apr 2014 0 repositories listed
• Domain Adaptation with Active Learning for Coreference Resolution
  1 Apr 2014 0 repositories listed
• Active Learning for Autonomous Intelligent Agents: Exploration, Curiosity, and Interaction
  6 Mar 2014 0 repositories listed
• Near Optimal Bayesian Active Learning for Decision Making
  24 Feb 2014 0 repositories listed
• Selective Sampling with Drift
  17 Feb 2014 0 repositories listed
• Human Activity Recognition using Smartphone
  30 Jan 2014 0 repositories listed
• Toward Supervised Anomaly Detection
  23 Jan 2014 0 repositories listed
• An Active Learning Approach for Jointly Estimating Worker Performance and Annotation Reliability with Crowdsourced Data
  16 Jan 2014 0 repositories listed
• Segmentation for Efficient Supervised Language Annotation with an Explicit Cost-Utility Tradeoff
  1 Jan 2014 0 repositories listed
• Active Discovery of Network Roles for Predicting the Classes of Network Nodes
  27 Dec 2013 0 repositories listed
• Active Player Modelling
  10 Dec 2013 0 repositories listed
• Σ-Optimality for Active Learning on Gaussian Random Fields
  1 Dec 2013 0 repositories listed
• Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion
  1 Dec 2013 0 repositories listed
• Buy-in-Bulk Active Learning
  1 Dec 2013 0 repositories listed
• Latent Structured Active Learning
  1 Dec 2013 0 repositories listed
• Statistical Active Learning Algorithms
  1 Dec 2013 0 repositories listed
• Recommending with an Agenda: Active Learning of Private Attributes using Matrix Factorization
  26 Nov 2013 0 repositories listed
• Beating the Minimax Rate of Active Learning with Prior Knowledge
  19 Nov 2013 0 repositories listed
• Active Learning for Dependency Parsing by A Committee of Parsers
  1 Nov 2013 0 repositories listed
• Para-active learning
  30 Oct 2013 0 repositories listed
• Active Learning of Linear Embeddings for Gaussian Processes
  24 Oct 2013 0 repositories listed
• Advances in Hyperspectral Image Classification: Earth monitoring with statistical learning methods
  18 Oct 2013 0 repositories listed
• An Efficient Active Learning Framework for New Relation Types
  1 Oct 2013 0 repositories listed
• Bootstrapping Phrase-based Statistical Machine Translation via WSD Integration
  1 Oct 2013 0 repositories listed
• Detecting Missing Annotation Disagreement using Eye Gaze Information
  1 Oct 2013 0 repositories listed
• Reserved Self-training: A Semi-supervised Sentiment Classification Method for Chinese Microblogs
  1 Oct 2013 0 repositories listed
• Active Learning with Expert Advice
  26 Sep 2013 0 repositories listed
• Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens
  26 Sep 2013 0 repositories listed