Methods › General › Dimensionality Reduction › LDA › Papers, page 2
Linear Discriminant Analysis
LDA
Papers archive 2025-07-28
archive papers tagged: 459 · with a code link: 113 · where Syntology ran a sample: 6 (5 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (6 of 459 tagged: 5 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)
Page 2 of 5: papers 101 to 200 of 459, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Predicting IMDb Rating of TV Series with Deep Learning: The Case of Arrow 28 Aug 2022 · 0 repositories · arXiv:2208.13302
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Skill requirements in job advertisements: A comparison of skill-categorization methods based on explanatory power in wage regressions 26 Jul 2022 · 0 repositories · arXiv:2207.12834
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A Data-driven Latent Semantic Analysis for Automatic Text Summarization using LDA Topic Modelling 23 Jul 2022 · 0 repositories · arXiv:2207.14687
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Classifying Crop Types using Gaussian Bayesian Models and Neural Networks on GHISACONUS USGS data from NASA Hyperspectral Satellite Imagery 21 Jul 2022 · 0 repositories · arXiv:2207.11228
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Twitmo: A Twitter Data Topic Modeling and Visualization Package for R 8 Jul 2022 · 1 repository · arXiv:2207.11236
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A Rare Topic Discovery Model for Short Texts Based on Co-occurrence word Network 30 Jun 2022 · 0 repositories · arXiv:2207.00432
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A Temporal Extension of Latent Dirichlet Allocation for Unsupervised Acoustic Unit Discovery 23 Jun 2022 · 0 repositories · arXiv:2206.11706
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Topic Modelling on Consumer Financial Protection Bureau Data: An Approach Using BERT Based Embeddings 15 May 2022 · 0 repositories · arXiv:2205.07259
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Revisiting Classical Multiclass Linear Discriminant Analysis with a Novel Prototype-based Interpretable Solution 2 May 2022 · 0 repositories · arXiv:2205.00668
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RankMat : Matrix Factorization with Calibrated Distributed Embedding and Fairness Enhancement 27 Apr 2022 · 0 repositories · arXiv:2204.13016
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Latent Aspect Detection from Online Unsolicited Customer Reviews 14 Apr 2022 · 1 repository · arXiv:2204.06964
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Towards physiology-informed data augmentation for EEG-based BCIs 27 Mar 2022 · 0 repositories · arXiv:2203.14392
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Enhancing Classifier Conservativeness and Robustness by Polynomiality 23 Mar 2022 · 0 repositories · arXiv:2203.12693
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Varying Coefficient Linear Discriminant Analysis for Dynamic Data 12 Mar 2022 · 0 repositories · arXiv:2203.06371
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Topic Analysis for Text with Side Data 1 Mar 2022 · 0 repositories · arXiv:2203.00762
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Regularized Bilinear Discriminant Analysis for Multivariate Time Series Data 26 Feb 2022 · 0 repositories · arXiv:2202.13188
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A new LDA formulation with covariates 18 Feb 2022 · 0 repositories · arXiv:2202.11527
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One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization 15 Feb 2022 · 1 repository · arXiv:2202.07631
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Introducing Block-Toeplitz Covariance Matrices to Remaster Linear Discriminant Analysis for Event-related Potential Brain-computer Interfaces 4 Feb 2022 · 1 repository · arXiv:2202.02001
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Comparative Analysis of Existing and a Novel Approach to Topic Detection on Conversational Dialogue Corpora 16 Jan 2022 · 0 repositories
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Bilingual Topic Models for Comparable Corpora 30 Nov 2021 · 0 repositories · arXiv:2111.15278
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Keyword Assisted Embedded Topic Model 22 Nov 2021 · 1 repository · arXiv:2112.03101
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Community-Detection via Hashtag-Graphs for Semi-Supervised NMF Topic Models 17 Nov 2021 · 0 repositories · arXiv:2111.10401
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More Than Words: Collocation Retokenization for Latent Dirichlet Allocation Models 16 Nov 2021 · 0 repositories
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A Data Quarantine Model to Secure Data in Edge Computing 15 Nov 2021 · 0 repositories · arXiv:2111.07672
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Dataset of Philippine Presidents Speeches from 1935 to 2016 12 Nov 2021 · 0 repositories · arXiv:2111.06649
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Gaussian Process Meta Few-shot Classifier Learning via Linear Discriminant Laplace Approximation 9 Nov 2021 · 0 repositories · arXiv:2111.05392
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New Hard-thresholding Rules based on Data Splitting in High-dimensional Imbalanced Classification 5 Nov 2021 · 0 repositories · arXiv:2111.03306
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Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland 5 Nov 2021 · 0 repositories · arXiv:2111.03576
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A derivation of variational message passing (VMP) for latent Dirichlet allocation (LDA) 2 Nov 2021 · 0 repositories · arXiv:2111.01480
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n-stage Latent Dirichlet Allocation: A Novel Approach for LDA 16 Oct 2021 · 1 repository · arXiv:2110.08591
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Food Odor Recognition via Multi-step Classification 13 Oct 2021 · 0 repositories · arXiv:2110.09956
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An Activity Recognition Framework for Continuous Monitoring of Non-Steady-State Locomotion of Individuals with Parkinson's Disease 8 Oct 2021 · 0 repositories · arXiv:2110.06137
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Long-tailed Distribution Adaptation 6 Oct 2021 · 1 repository · arXiv:2110.02686
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Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences 4 Oct 2021 · 0 repositories · arXiv:2110.01160
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Artificial intelligence for Sustainable Energy: A Contextual Topic Modeling and Content Analysis 2 Oct 2021 · 0 repositories · arXiv:2110.00828
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Weight Vector Tuning and Asymptotic Analysis of Binary Linear Classifiers 1 Oct 2021 · 0 repositories · arXiv:2110.00567
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Evaluation of Non-Negative Matrix Factorization and n-stage Latent Dirichlet Allocation for Emotion Analysis in Turkish Tweets 27 Sep 2021 · 0 repositories · arXiv:2110.00418
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Matrix Factorization for Collaborative Filtering Is Just Solving an Adjoint Latent Dirichlet Allocation Model After All 13 Sep 2021 · 1 repository
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Microbiome subcommunity learning with logistic-tree normal latent Dirichlet allocation 11 Sep 2021 · 1 repository · arXiv:2109.05386
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Two Shifts for Crop Mapping: Leveraging Aggregate Crop Statistics to Improve Satellite-based Maps in New Regions 2 Sep 2021 · 0 repositories · arXiv:2109.01246
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Feature Extraction for Machine Learning-based Intrusion Detection in IoT Networks 28 Aug 2021 · 0 repositories · arXiv:2108.12722
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Application of Classification and Feature Selection in Building Energy Simulations 27 Aug 2021 · 0 repositories · arXiv:2108.12363
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More Than Words: Collocation Tokenization for Latent Dirichlet Allocation Models 24 Aug 2021 · 0 repositories · arXiv:2108.10755
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Public sentiment analysis and topic modeling regarding COVID-19 vaccines on the Reddit social media platform: A call to action for strengthening vaccine confidence 22 Aug 2021 · 0 repositories · arXiv:2108.13293
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Sentiment Analysis of the COVID-related r/Depression Posts 28 Jul 2021 · 0 repositories · arXiv:2108.06215
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Insight from NLP Analysis: COVID-19 Vaccines Sentiments on Social Media 8 Jun 2021 · 0 repositories · arXiv:2106.04081
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TopicsRanksDC: Distance-based Topic Ranking applied on Two-Class Data 17 May 2021 · 0 repositories · arXiv:2105.07826
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BLM-17m: A Large-Scale Dataset for Black Lives Matter Topic Detection on Twitter 4 May 2021 · 2 repositories · arXiv:2105.01331
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Ovarian Cancer Detection based on Dimensionality Reduction Techniques and Genetic Algorithm 4 May 2021 · 0 repositories · arXiv:2105.01748
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OCTIS: Comparing and Optimizing Topic models is Simple! 19 Apr 2021 · 1 repository
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Grassmann Iterative Linear Discriminant Analysis with Proxy Matrix Optimization 16 Apr 2021 · 0 repositories · arXiv:2104.08112
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AI supported Topic Modeling using KNIME-Workflows 15 Apr 2021 · 0 repositories · arXiv:2104.09428
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Counterfactuals and Causability in Explainable Artificial Intelligence: Theory, Algorithms, and Applications 7 Mar 2021 · 0 repositories · arXiv:2103.04244
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Ensemble approach for detection of depression using EEG features 7 Mar 2021 · 0 repositories · arXiv:2103.08467
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Automatic Classification of OSA related Snoring Signals from Nocturnal Audio Recordings 25 Feb 2021 · 0 repositories · arXiv:2102.12829
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Exclusive Topic Modeling 6 Feb 2021 · 0 repositories · arXiv:2102.03525
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Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose 5 Feb 2021 · 0 repositories · arXiv:2102.03088
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How Pandemic Spread in News: Text Analysis Using Topic Model 5 Feb 2021 · 0 repositories · arXiv:2102.04205
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Unified Framework for Feature Extraction based on Contrastive Learning 25 Jan 2021 · 0 repositories · arXiv:2101.11703
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Riemannian Manifold Optimization for Discriminant Subspace Learning 20 Jan 2021 · 0 repositories · arXiv:2101.08032
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Deep Learning for Latent Events Forecasting in Twitter Aided Caching Networks 4 Jan 2021 · 0 repositories · arXiv:2101.01149
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Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More 1 Jan 2021 · 1 repository · arXiv:2101.00122
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Towards Real-World BCI: CCSPNet, A Compact Subject-Independent Motor Imagery Framework 25 Dec 2020 · 1 repository · arXiv:2012.13567
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Comparison of Classification Algorithms Towards Subject-Specific and Subject-Independent BCI 23 Dec 2020 · 1 repository · arXiv:2012.12473
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Classification of ALS patients based on acoustic analysis of sustained vowel phonations 14 Dec 2020 · 2 repositories · arXiv:2012.07347
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EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation 9 Dec 2020 · 1 repository · arXiv:2012.04864
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Food Classification with Convolutional Neural Networks and Multi-Class Linear Discernment Analysis 6 Dec 2020 · 1 repository · arXiv:2012.03170
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OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling 1 Dec 2020 · 0 repositories
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LaHAR: Latent Human Activity Recognition using LDA 23 Nov 2020 · 1 repository · arXiv:2011.11151
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The Influence of Domain-Based Preprocessing on Subject-Specific Clustering 16 Nov 2020 · 0 repositories · arXiv:2011.08127
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Multi-Modal Emotion Detection with Transfer Learning 13 Nov 2020 · 0 repositories · arXiv:2011.07065
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Capped norm linear discriminant analysis and its applications 4 Nov 2020 · 0 repositories · arXiv:2011.02147
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Deep generative LDA 30 Oct 2020 · 1 repository · arXiv:2010.16138
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Topic Modeling with Contextualized Word Representation Clusters 23 Oct 2020 · 0 repositories · arXiv:2010.12626
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Choosing News Topics to Explain Stock Market Returns 14 Oct 2020 · 0 repositories · arXiv:2010.07289
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ComStreamClust: a communicative multi-agent approach to text clustering in streaming data 11 Oct 2020 · 1 repository · arXiv:2010.05349
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Latent Dirichlet Allocation Model Training with Differential Privacy 9 Oct 2020 · 0 repositories · arXiv:2010.04391
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Unification of HDP and LDA Models for Optimal Topic Clustering of Subject Specific Question Banks 4 Oct 2020 · 0 repositories · arXiv:2011.01035
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AOBTM: Adaptive Online Biterm Topic Modeling Method for Version Sensitive Short-texts Analysis 28 Sep 2020 · 1 repository
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Self-Weighted Robust LDA for Multiclass Classification with Edge Classes 24 Sep 2020 · 0 repositories · arXiv:2009.12362
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Crosslingual Topic Modeling with WikiPDA 23 Sep 2020 · 1 repository · arXiv:2009.11207
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From Two-Class Linear Discriminant Analysis to Interpretable Multilayer Perceptron Design 9 Sep 2020 · 0 repositories · arXiv:2009.04442
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The Exact Asymptotic Form of Bayesian Generalization Error in Latent Dirichlet Allocation 4 Aug 2020 · 1 repository · arXiv:2008.01304
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Using LDA and LSTM Models to Study Public Opinions and Critical Groups Towards Congestion Pricing in New York City through 2007 to 2019 1 Aug 2020 · 0 repositories · arXiv:2008.07366
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Personalised Visual Art Recommendation by Learning Latent Semantic Representations 24 Jul 2020 · 1 repository · arXiv:2008.02687
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Predicting Job-Hopping Motive of Candidates Using Answers to Open-ended Interview Questions 22 Jul 2020 · 0 repositories · arXiv:2007.11189
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EZLDA: Efficient and Scalable LDA on GPUs 17 Jul 2020 · 0 repositories · arXiv:2007.08725
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Roweisposes, Including Eigenposes, Supervised Eigenposes, and Fisherposes, for 3D Action Recognition 28 Jun 2020 · 1 repository · arXiv:2006.15736
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Analysis of Trending Topics and Text-based Channels of Information Delivery in Cybersecurity 26 Jun 2020 · 0 repositories · arXiv:2006.14765
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Graph Structural-topic Neural Network 25 Jun 2020 · 1 repository · arXiv:2006.14278
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Supervised dimensionality reduction by a Linear Discriminant Analysis on pre-trained CNN features 22 Jun 2020 · 1 repository · arXiv:2006.12127
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Topic Detection from Conversational Dialogue Corpus with Parallel Dirichlet Allocation Model and Elbow Method 5 Jun 2020 · 0 repositories · arXiv:2006.03353
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Extraction de thèmes d'un corpus de demandes de support pour un logiciel de relation citoyen (Topic extraction from a corpus of support requests for citizen relations software) 1 Jun 2020 · 0 repositories
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SCAT: Second Chance Autoencoder for Textual Data 11 May 2020 · 0 repositories · arXiv:2005.06632
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Effect of the sEMG electrode (re)placement and feature set size on the hand movement recognition 5 May 2020 · 0 repositories · arXiv:2005.02105
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Modelling Grocery Retail Topic Distributions: Evaluation, Interpretability and Stability 4 May 2020 · 0 repositories · arXiv:2005.10125
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Optimizing Annotation Effort Using Active Learning Strategies: A Sentiment Analysis Case Study in Persian 1 May 2020 · 0 repositories
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Method for Customizable Automated Tagging: Addressing the Problem of Over-tagging and Under-tagging Text Documents 30 Apr 2020 · 0 repositories · arXiv:2005.00042
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A Doubly Regularized Linear Discriminant Analysis Classifier with Automatic Parameter Selection 28 Apr 2020 · 0 repositories · arXiv:2004.13335