feature engineering

Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning NeurIPS 2024 Position: Relational Deep Learning - Graph Representation Learning on Relational Databases ICML 2024 RACAI at ClimateActivism 2024: Improving Detection of Hate Speech by Extending LLM Predictions with Handcrafted Features EACL 2024 RelBench: A Benchmark for Deep Learning on Relational Databases NeurIPS 2024 Signals as Features: Predicting Error/Success in Rhetorical Structure Parsing EACL 2024 The British Council submission to the BEA 2024 shared task NAACL 2024 Tübingen-CL at SemEval-2024 Task 1: Ensemble Learning for Semantic Relatedness Estimation SemEval 2024 Unveiling the Tapestry of Automated Essay Scoring: A Comprehensive Investigation of Accuracy, Fairness, and Generalizability AAAI 2024 A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning NeurIPS 2023 A Robust and Scalable Stacked Ensemble for Day-Ahead Forecasting of Distribution Network Losses AAAI 2023 Causal information splitting: Engineering proxy features for robustness to distribution shifts UAI 2023 CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation EMNLP 2023 Feature Programming for Multivariate Time Series Prediction ICML 2023 Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering NeurIPS 2023 MedSat: A Public Health Dataset for England Featuring Medical Prescriptions and Satellite Imagery NeurIPS 2023 OpenFE: Automated Feature Generation with Expert-level Performance ICML 2023 Realistic Citation Count Prediction Task for Newly Published Papers EACL 2023 SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code IJCAI 2023 USTHB at NADI 2023 shared task: Exploring Preprocessing and Feature Engineering Strategies for Arabic Dialect Identification EMNLP 2023 Arabic Keyphrase Extraction: Enhancing Deep Learning Models with Pre-trained Contextual Embedding and External Features EMNLP 2022 Explaining Translationese: why are Neural Classifiers Better and what do they Learn? EMNLP 2022 Facilitating Human-Wildlife Cohabitation through Conflict Prediction AAAI 2022 Helsinki-NLP at SemEval-2022 Task 2: A Feature-Based Approach to Multilingual Idiomaticity Detection SemEval 2022 JsonGrinder.jl: automated differentiable neural architecture for embedding arbitrary JSON data JMLR 2022 Novel Ensemble Diversification Methods for Open-Set Scenarios WACV 2022