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

Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists EACL 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
QMUL at SemEval-2025 Task 11: Explicit Emotion Detection with EmoLex, Feature Engineering, and Threshold-Optimized Multi-Label Classification ACL 2025
QMUL at SemEval-2025 Task 11: Explicit Emotion Detection with EmoLex, Feature Engineering, and Threshold-Optimized Multi-Label Classification SEMEVAL 2025
Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning IJCAI 2025
Feature Engineering is not Dead: A Step Towards State of the Art for Arabic Automated Essay Scoring EMNLP 2025
Multi-level Diagnosis and Evaluation for Robust Tabular Feature Engineering with Large Language Models EMNLP 2025
Anaselka at SemEval-2025 Task 9: Leveraging SVM and MNB for Detecting Food Hazard ACL 2025
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science EMNLP 2025
Anaselka at SemEval-2025 Task 9: Leveraging SVM and MNB for Detecting Food Hazard SEMEVAL 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
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
SzegedAI at ArchEHR-QA 2025: Combining LLMs with traditional methods for grounded question answering ACL 2025
Predicting Cross-lingual Trends in Microblogs EMNLP 2025
A System to Detect Forged-Origin BGP Hijacks NSDI 2024
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning NIPS 2024
Archaeology at MLSP 2024: Machine Translation for Lexical Complexity Prediction and Lexical Simplification NAACL 2024
Unveiling the Tapestry of Automated Essay Scoring: A Comprehensive Investigation of Accuracy, Fairness, and Generalizability AAAI 2024
The British Council submission to the BEA 2024 shared task NAACL 2024
RACAI at ClimateActivism 2024: Improving Detection of Hate Speech by Extending LLM Predictions with Handcrafted Features EACL 2024