LLM-based feature generation from text for interpretable machine learning
Vojtěch Balek, Lukáš Sýkora, Vilém Sklenák, Tomáš Kliegr
Topics & Concepts
InterpretabilityArtificial intelligenceMachine learningComputer scienceSpurious relationshipCurse of dimensionalityFeature (linguistics)EmbeddingFeature extractionQuality (philosophy)Action (physics)Feature learningNatural language processingAction recognitionWord embeddingFeature engineeringDeep learningPattern recognition (psychology)Active learning (machine learning)Topic ModelingNatural Language Processing TechniquesExplainable Artificial Intelligence (XAI)