llmdb Symphony Retrieval-augmented language models using multi-modal data lakes. VerifAI VerifAI is designed to verify the correctness of generative AI using multi-modal data lakes. NL2SQL Translating natural langauge to SQL queries dcai Data acquisition Discovering and selecting training data from data lakes Data augmentation Augment more data or features Coreset selection Selecting a subset of train data dataprep Data Matching Deciding whether two data elements are the "same" (a.k.a. a match) or not Data Prep Theories, algorithms, and systems Table representation learning Relational pre-trained transformer vis AutoVIS Automatic visualization Chart Understanding Understaning visualization chart images NL2VIS Translating natural langauge to visualizations finished Data Civilizer A Tool to Find, Ingest, Clean, and Integrate Diverse Data Sets
