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Support Vector Machine

254 directly classified papers

Papers per year

Papers

Analysis of Resource-efficient Predictive Models for Natural Language Processing EMNLP 2020
Simple vs Oversampling-based Classification Methods for Fine Grained Arabic Dialect Identification in Twitter COLING 2020
Safe Sample Screening for Robust Support Vector Machine AAAI 2020
Ssn_nlp at SemEval 2020 Task 12: Offense Target Identification in Social Media Using Traditional and Deep Machine Learning Approaches COLING 2020
MineriaUNAM at SemEval-2019 Task 5: Detecting Hate Speech in Twitter using Multiple Features in a Combinatorial Framework SEMEVAL 2019
Large-Margin Classification in Hyperbolic Space AISTATS 2019
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction JMLR 2019
Efficient Data Point Pruning for One-Class SVM AAAI 2019
SAX Breakpoints for Random Forest Based Real-Time Contrast Control Chart AAAI 2019
An SVM-Based Framework for Long-Term Learning Systems AAAI 2019
A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition ACL 2019
Multiclass Learning from Contradictions NIPS 2019
BIGODM System in the Social Media Mining for Health Applications Shared Task 2019 ACL 2019
SINAI at SemEval-2019 Task 6: Incorporating lexicon knowledge into SVM learning to identify and categorize offensive language in social media SEMEVAL 2019
SVM-Based Deep Stacking Networks AAAI 2019
ALB at SemEval-2018 Task 10: A System for Capturing Discriminative Attributes SEMEVAL 2018
ThunderSVM: A Fast SVM Library on GPUs and CPUs JMLR 2018
Permuted and Augmented Stick-Breaking Bayesian Multinomial Regression JMLR 2018
#NonDicevoSulSerio at SemEval-2018 Task 3: Exploiting Emojis and Affective Content for Irony Detection in English Tweets SEMEVAL 2018
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
Equivalence of Multicategory SVM and Simplex Cone SVM: Fast Computations and Statistical Theory ICML 2018
Supervised and Unsupervised Minimalist Quality Estimators: Vicomtech’s Participation in the WMT 2018 Quality Estimation Task EMNLP 2018
Identification of Emergency Blood Donation Request on Twitter EMNLP 2018
Towards Automation of Sense-type Identification of Verbs in OntoSenseNet ACL 2018