VADA: an architecture for end user informed data preparation von Konstantinou, Nikolaos, Abel, Edward, Bellomarini, Luigi, Bogatu, Alex, Civili, Cristina, Irfanie, Endri, Koehler, Martin, Mazilu, Lacramioara, Sallinger, Emanuel, Fernandes, Alvaro A. A., Gottlob, Georg, Keane, John A., Paton, Norman W.

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Meta-analysis informed machine learning: Supporting cytokine storm detection during CAR-T cell Therapy von Bogatu, Alex, Wysocka, Magdalena, Wysocki, Oskar, Butterworth, Holly, Pillai, Manon, Allison, Jennifer, Landers, Dónal, Kilgour, Elaine, Thistlethwaite, Fiona, Freitas, André

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Towards Automatic Data Format Transformations: Data Wrangling at Scale von Bogatu, Alex, Paton, Norman W, Fernandes, Alvaro A A, Koehler, Martin

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Incorporating Data Context to Cost-Effectively Automate End-to-End Data Wrangling von Koehler, Martin, Abel, Edward, Bogatu, Alex, Civili, Cristina, Mazilu, Lacramioara, Konstantinou, Nikolaos, Fernandes, Alvaro A.A., Keane, John, Libkin, Leonid, Paton, Norman W.

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Natural Language Inference over Tables: Enabling Explainable Data Exploration on Data Lakes von Ramirez, Mario, Bogatu, Alex, Paton, Norman W., Freitas, André

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Gem: Gaussian Mixture Model Embeddings for Numerical Feature Distributions von Rauf, Hafiz Tayyab, Bogatu, Alex, Paton, Norman W, Freitas, Andre

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Controlled LLM-based Reasoning for Clinical Trial Retrieval von Jullien, Mael, Bogatu, Alex, Unsworth, Harriet, Freitas, Andre

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COST-EFFECTIVE DATA WRANGLING IN DATA LAKES von Bogatu, Alex

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Towards Schema Inference for Data Lakes von Alhammad, Nour, Bogatu, Alex, Paton, Norman W

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Towards Automatic Data Format Transformations: Data Wrangling at Scale von Bogatu, Alex, Paton, Norman W., Fernandes, Alvaro A. A.

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Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives von Bogatu, Alex, Zhou, Zili, Landers, Dónal, Freitas, André

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Voyager: Data Discovery and Integration for Data Science von Bogatu, Alex, Paton, Norman W, Douthwaite, Mark, Freitas, Andre

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An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery von Wysocki, Oskar, Wysocka, Magdalena, Carvalho, Danilo, Bogatu, Alex Teodor, Gusicuma, Danilo Miranda, Delmas, Maxime, Unsworth, Harriet, Freitas, Andre

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Gem: Gaussian Mixture Model Embeddings for Numerical Feature Distributions von Hafiz, Tayyab Rauf, Bogatu, Alex, Paton, Norman W, Freitas, Andre

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Metareview-informed Explainable Cytokine Storm Detection during CAR-T cell Therapy von Bogatu, Alex, Wysocka, Magdalena, Wysocki, Oskar, Butterworth, Holly, Landers, Donal, Kilgour, Elaine, Freitas, Andre

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Controlled LLM-based Reasoning for Clinical Trial Retrieval von Jullien, Mael, Bogatu, Alex, Unsworth, Harriet, Freitas, Andre

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Dataset Discovery in Data Lakes von Bogatu, Alex, Fernandes, Alvaro, Paton, Norman, Konstantinou, Nikolaos

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Towards Schema Inference for Data Lakes von Alhammad, Nour, Bogatu, Alex, Paton, Norman W

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Cost-effective Variational Active Entity Resolution von Bogatu, Alex, Paton, Norman W, Douthwaite, Mark, Davie, Stuart, Freitas, Andre

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Dataset Discovery in Data Lakes von Bogatu, Alex, Fernandes, Alvaro A A, Paton, Norman W, Konstantinou, Nikolaos

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