conftrace_

feature engineering

226 papers

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Co-occurring keywords

text classification (6793) lexical complexity (96) word embedding (1764) sentiment analysis (2084) lexical complexity prediction (61) neural network (6616) ensemble learning (1274) support vector machine (978) gradient boosting (147) feature extraction (1580)

Papers

The British Council submission to the BEA 2024 shared task NAACL 2024
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data NIPS 2024
Lightweight Connective Detection Using Gradient Boosting COLING 2024
RelBench: A Benchmark for Deep Learning on Relational Databases NIPS 2024
Incorporating Word-level Phonemic Decoding into Readability Assessment COLING 2024
Archaeology at MLSP 2024: Machine Translation for Lexical Complexity Prediction and Lexical Simplification NAACL 2024
RACAI at ClimateActivism 2024: Improving Detection of Hate Speech by Extending LLM Predictions with Handcrafted Features EACL 2024
Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering NIPS 2023
Realistic Citation Count Prediction Task for Newly Published Papers EACL 2023
A Robust and Scalable Stacked Ensemble for Day-Ahead Forecasting of Distribution Network Losses AAAI 2023
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code IJCAI 2023
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation EMNLP 2023
USTHB at NADI 2023 shared task: Exploring Preprocessing and Feature Engineering Strategies for Arabic Dialect Identification EMNLP 2023
MedSat: A Public Health Dataset for England Featuring Medical Prescriptions and Satellite Imagery NIPS 2023
A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning NIPS 2023
OpenFE: Automated Feature Generation with Expert-level Performance ICML 2023
Causal information splitting: Engineering proxy features for robustness to distribution shifts UAI 2023
Feature Programming for Multivariate Time Series Prediction ICML 2023
Facilitating Human-Wildlife Cohabitation through Conflict Prediction AAAI 2022
JsonGrinder.jl: automated differentiable neural architecture for embedding arbitrary JSON data JMLR 2022
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
StoryQ—an Online Environment for Machine Learning of Text Classification AAAI 2022
Semantic Feature Discovery with Code Mining and Semantic Type Detection AAAI 2022
Team TMA at SemEval-2022 Task 8: Lightweight and Language-Agnostic News Similarity Classifier SEMEVAL 2022