conftrace_

tree-based model

33 papers

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Co-occurring keywords

linear model (94) text classification (6793) ensemble method (564) ensemble learning (1274) neural network (6616) random forest (326) word embedding (1764) pretrained language model (1030) pre-trained language model (1515) markov chain monte carlo (725)

Papers

Exploring Space Efficiency in a Tree-based Linear Model for Extreme Multi-label Classification EMNLP 2024
PyXAI: An XAI Library for Tree-Based Models IJCAI 2024
The tree autoencoder model, with application to hierarchical data visualization NIPS 2024
Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees AAAI 2023
Towards Better Decision Forests: Forest Alternating Optimization CVPR 2023
Team LEGO at SemEval-2022 Task 4: Machine Learning Methods for PCL Detection SEMEVAL 2022
Accurate Shapley Values for explaining tree-based models AISTATS 2022
A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources ICML 2022
RNRE-NLP at SemEval-2022 Task 4: Patronizing and Condescending Language Detection NAACL 2022
TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for Improving Financial Inclusion AAAI 2022
Social Interpretable Tree for Pedestrian Trajectory Prediction AAAI 2022
Why do tree-based models still outperform deep learning on typical tabular data? NIPS 2022
(De-)Randomized Smoothing for Decision Stump Ensembles NIPS 2022
Team LEGO at SemEval-2022 Task 4: Machine Learning Methods for PCL Detection NAACL 2022
Learning Binary Decision Trees by Argmin Differentiation ICML 2021
Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large EMNLP 2021
TreeBERT: A tree-based pre-trained model for programming language UAI 2021
RedwoodNLP at SemEval-2021 Task 7: Ensembled Pretrained and Lightweight Models for Humor Detection ACL 2021
RedwoodNLP at SemEval-2021 Task 7: Ensembled Pretrained and Lightweight Models for Humor Detection IJCNLP 2021
TreeCaps: Tree-Based Capsule Networks for Source Code Processing AAAI 2021
Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings SEMEVAL 2021
Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings IJCNLP 2021
Trees with Attention for Set Prediction Tasks ICML 2021
Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings ACL 2021
RedwoodNLP at SemEval-2021 Task 7: Ensembled Pretrained and Lightweight Models for Humor Detection SEMEVAL 2021