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

Analyzing Hate Speech Amplification on Fringe Platforms ACL 2026
Spatial Graph Attention Network Modeling for Neighborhood-Scale Lead Contamination Risk Prediction Using Publicly Available Data AAAI 2026
DeepGB-TB: A Risk-Balanced Cross-Attention Gradient-Boosted Convolutional Network for Rapid, Interpretable Tuberculosis Screening AAAI 2026
Bridging Machine Learning and Physics for Scalable Long-Term Building Temperature Prediction (Student Abstract) AAAI 2026
Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs COLING 2025
Prediction-Based Adaptive Variable Ordering Heuristics for Constraint Satisfaction Problems AAAI 2025
FUSE : A Ridge and Random Forest-Based Metric for Evaluating MT in Indigenous Languages NAACL 2025
Howard University - AI4PC at SemEval-2025 Task 3: Logit-based Supervised Token Classification for Multilingual Hallucination Span Identification Using XGBOD ACL 2025
CoffeeBoost: Gradient Boosting Native Conformal Inference for Bayesian Optimization AAAI 2025
APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning AAAI 2025
Supervised Score-Based Modeling by Gradient Boosting AAAI 2025
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles AAAI 2025
Scalar_NITK at SHROOM-CAP: Multilingual Factual Hallucination and Fluency Error Detection in Scientific Publications Using Retrieval-Guided Evidence and Attention-Based Feature Fusion AACL 2025
Angeliki Linardatou at SemEval-2025 Task 11: Multi-label Emotion Detection SEMEVAL 2025
Depression Detection on Social Media with Large Language Models EMNLP 2025
Better by default: Strong pre-tuned MLPs and boosted trees on tabular data NIPS 2024
BlockBoost: Scalable and Efficient Blocking through Boosting AISTATS 2024
Leveraging Physical and Semantic Features of text item for Difficulty and Response Time Prediction of USMLE Questions NAACL 2024
TECHSSN at SemEval-2024 Task 1: Multilingual Analysis for Semantic Textual Relatedness using Boosted Transformer Models NAACL 2024
Lightweight Connective Detection Using Gradient Boosting COLING 2024
Boosted Conformal Prediction Intervals NIPS 2024
Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles AISTATS 2024
TECHSSN at SemEval-2024 Task 1: Multilingual Analysis for Semantic Textual Relatedness using Boosted Transformer Models SEMEVAL 2024
Utilizing Machine Learning to Predict Question Difficulty and Response Time for Enhanced Test Construction NAACL 2024
DOFEN: Deep Oblivious Forest ENsemble NIPS 2024