Open Knowledge Graphs Canonicalization using Variational Autoencoders
- Sarthak Dash
- Gaetano Rossiello
- et al.
- 2021
- EMNLP 2021
Gaetano Rossiello is a Research Scientist at IBM Thomas J. Watson Research Center. His research interests include Natural Language Processing (NLP), Knowledge Representation and Reasoning (KRR), and Machine Learning (ML).
He is working on distributional and relational semantics to build AI models to understand textual contents and organize them in structured data sources, such as knowledge bases. The outcome of his research finds applications in information extraction, information retrieval, and question answering to enhance knowledge discovery in enterprise systems.
The results of Gaetano's work are published in top-tier conferences in artificial intelligence, and he is the inventor of several U.S. patents. He received an IBM outstanding research accomplishment for contributions to 'GTS TSS Multi-Vendor Services Transformation' and research accomplishments for the 'Deep Thinking Question Answering' and 'AI Recommender' projects.
He received his Ph.D. in Computer Science and Mathematics from the University of Bari 'Aldo Moro' in Italy. His Ph.D. thesis 'Leveraging Distributional and Relational Semantics for Knowledge Extraction from Textual Corpora' has been selected as the best thesis in AI, an award organized by the Italian Association for Artificial Intelligence (AIxIA).