conftrace_

gradient boosting

147 papers

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Also known as

GB

Co-occurring keywords

ensemble learning (1274) text classification (6793) random forest (326) decision tree (322) feature engineering (226) lexical complexity (96) ensemble method (564) word embedding (1764) regression tree (32) gradient boosting decision tree (17)

Papers

Team LRL_NC at SemEval-2022 Task 4: Binary and Multi-label Classification of PCL using Fine-tuned Transformer-based Models SEMEVAL 2022
Team LRL_NC at SemEval-2022 Task 4: Binary and Multi-label Classification of PCL using Fine-tuned Transformer-based Models NAACL 2022
HkAmsters at CMCL 2022 Shared Task: Predicting Eye-Tracking Data from a Gradient Boosting Framework with Linguistic Features ACL 2022
Tree-Based Models for Correlated Data JMLR 2022
Boosting for Online Convex Optimization ICML 2021
CompNA at SemEval-2021 Task 1: Prediction of lexical complexity analyzing heterogeneous features ACL 2021
CompNA at SemEval-2021 Task 1: Prediction of lexical complexity analyzing heterogeneous features SEMEVAL 2021
PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP) SEMEVAL 2021
LAST at SemEval-2021 Task 1: Improving Multi-Word Complexity Prediction Using Bigram Association Measures SEMEVAL 2021
archer at SemEval-2021 Task 1: Contextualising Lexical Complexity IJCNLP 2021
PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP) IJCNLP 2021
LAST at SemEval-2021 Task 1: Improving Multi-Word Complexity Prediction Using Bigram Association Measures IJCNLP 2021
CompNA at SemEval-2021 Task 1: Prediction of lexical complexity analyzing heterogeneous features IJCNLP 2021
CMCL 2021 Shared Task on Eye-Tracking Prediction NAACL 2021
LAST at CMCL 2021 Shared Task: Predicting Gaze Data During Reading with a Gradient Boosting Decision Tree Approach NAACL 2021
Trees with Attention for Set Prediction Tasks ICML 2021
GBHT: Gradient Boosting Histogram Transform for Density Estimation ICML 2021
SGLB: Stochastic Gradient Langevin Boosting ICML 2021
Versatile Verification of Tree Ensembles ICML 2021
LAST at SemEval-2021 Task 1: Improving Multi-Word Complexity Prediction Using Bigram Association Measures ACL 2021
TUDA-CCL at SemEval-2021 Task 1: Using Gradient-boosted Regression Tree Ensembles Trained on a Heterogeneous Feature Set for Predicting Lexical Complexity SEMEVAL 2021
TUDA-CCL at SemEval-2021 Task 1: Using Gradient-boosted Regression Tree Ensembles Trained on a Heterogeneous Feature Set for Predicting Lexical Complexity ACL 2021
PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP) ACL 2021
Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings ACL 2021
HealTech - A System for Predicting Patient Hospitalization Risk and Wound Progression in Old Patients WACV 2021