feature engineering

Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists EACL 2026 LAFED at SemEval-2026 Task 13: Language-Agnostic Feature Engineering for Cross-Lingual AI-Generated Code Detection SemEval 2026 LAMDAS: LLM as an Implicit Classifier for Domain-specific Data Selection AAAI 2026 Pioneering Bot Detection on Polish Reddit at the Comment Level EACL 2026 Anaselka at SemEval-2025 Task 9: Leveraging SVM and MNB for Detecting Food Hazard SemEval 2025 AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science EMNLP 2025 AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents EMNLP 2025 CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings ACL 2025 DistaLs: a Comprehensive Collection of Language Distance Measures EMNLP 2025 Dynamic and Adaptive Feature Generation with LLM IJCAI 2025 Feature Engineering is not Dead: A Step Towards State of the Art for Arabic Automated Essay Scoring EMNLP 2025 Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning IJCAI 2025 Multi-level Diagnosis and Evaluation for Robust Tabular Feature Engineering with Large Language Models EMNLP 2025 Old but Gold: LLM-Based Features and Shallow Learning Methods for Fine-Grained Controversy Analysis in YouTube Comments ACL 2025 Perspective: Leveraging Domain Knowledge for Tabular Machine Learning in the Medical Domain ACL 2025 Predicting Cross-lingual Trends in Microblogs EMNLP 2025 QMUL at SemEval-2025 Task 11: Explicit Emotion Detection with EmoLex, Feature Engineering, and Threshold-Optimized Multi-Label Classification SemEval 2025 SzegedAI at ArchEHR-QA 2025: Combining LLMs with traditional methods for grounded question answering ACL 2025 A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data NeurIPS 2024 Archaeology at MLSP 2024: Machine Translation for Lexical Complexity Prediction and Lexical Simplification NAACL 2024 A System to Detect Forged-Origin BGP Hijacks NSDI 2024 Conundrums in Cross-Prompt Automated Essay Scoring: Making Sense of the State of the Art ACL 2024 Incorporating Word-level Phonemic Decoding into Readability Assessment COLING 2024 Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning ICML 2024 Lightweight Connective Detection Using Gradient Boosting COLING 2024