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Support Vector Machine

254 papers

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Papers

Simple vs Oversampling-based Classification Methods for Fine Grained Arabic Dialect Identification in Twitter COLING 2020
Analysis of Resource-efficient Predictive Models for Natural Language Processing EMNLP 2020
An Investigation of the Target Approximation Model for Tone Modeling and Recognition in Continuous Mandarin Speech INTERSPEECH 2020
Beyond Trees: Classification with Sparse Pairwise Dependencies JMLR 2020
Multiclass Learning from Contradictions NIPS 2019
Efficient Data Point Pruning for One-Class SVM AAAI 2019
SVM-Based Deep Stacking Networks AAAI 2019
An SVM-Based Framework for Long-Term Learning Systems AAAI 2019
SAX Breakpoints for Random Forest Based Real-Time Contrast Control Chart AAAI 2019
BIGODM System in the Social Media Mining for Health Applications Shared Task 2019 ACL 2019
A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition ACL 2019
Large-Margin Classification in Hyperbolic Space AISTATS 2019
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction JMLR 2019
MineriaUNAM at SemEval-2019 Task 5: Detecting Hate Speech in Twitter using Multiple Features in a Combinatorial Framework SEMEVAL 2019
SINAI at SemEval-2019 Task 6: Incorporating lexicon knowledge into SVM learning to identify and categorize offensive language in social media SEMEVAL 2019
But How Does It Work in Theory? Linear SVM with Random Features NIPS 2018
Overlapping Clustering Models, and One (class) SVM to Bind Them All NIPS 2018
Learning Confidence Sets using Support Vector Machines NIPS 2018
Economic Event Detection in Company-Specific News Text ACL 2018
Simplified Abugidas ACL 2018
A Short Answer Grading System in Chinese by Support Vector Approach ACL 2018
Measuring Beginner Friendliness of Japanese Web Pages explaining Academic Concepts by Integrating Neural Image Feature and Text Features ACL 2018
Towards Automation of Sense-type Identification of Verbs in OntoSenseNet ACL 2018
Multi-Frame Quality Enhancement for Compressed Video CVPR 2018
Identification of Emergency Blood Donation Request on Twitter EMNLP 2018