1 code implementation • 11 Feb 2024 • Adrián Bazaga, Pietro Liò, Gos Micklem
In this paper, we propose a new architecture, HyperBERT, a mixed text-hypergraph model which simultaneously models hypergraph relational structure while maintaining the high-quality text encoding capabilities of a pre-trained BERT.
1 code implementation • 7 Dec 2023 • Adrián Bazaga, Pietro Liò, Gos Micklem
Recent advances in the development of pre-trained Spanish language models has led to significant progress in many Natural Language Processing (NLP) tasks, such as question answering.
1 code implementation • 27 Oct 2023 • Adrián Bazaga, Pietro Liò, Gos Micklem
In recent years, the task of text-to-SQL translation, which converts natural language questions into executable SQL queries, has gained significant attention for its potential to democratize data access.
1 code implementation • 28 Sep 2023 • Adrián Bazaga, Pietro Liò, Gos Micklem
Fact verification aims to verify a claim using evidence from a trustworthy knowledge base.
no code implementations • 27 Nov 2021 • Luca Pion-Tonachini, Kristofer Bouchard, Hector Garcia Martin, Sean Peisert, W. Bradley Holtz, Anil Aswani, Dipankar Dwivedi, Haruko Wainwright, Ghanshyam Pilania, Benjamin Nachman, Babetta L. Marrone, Nicola Falco, Prabhat, Daniel Arnold, Alejandro Wolf-Yadlin, Sarah Powers, Sharlee Climer, Quinn Jackson, Ty Carlson, Michael Sohn, Petrus Zwart, Neeraj Kumar, Amy Justice, Claire Tomlin, Daniel Jacobson, Gos Micklem, Georgios V. Gkoutos, Peter J. Bickel, Jean-Baptiste Cazier, Juliane Müller, Bobbie-Jo Webb-Robertson, Rick Stevens, Mark Anderson, Ken Kreutz-Delgado, Michael W. Mahoney, James B. Brown
We outline emerging opportunities and challenges to enhance the utility of AI for scientific discovery.
1 code implementation • 14 Apr 2021 • Adrián Bazaga, Nupur Gunwant, Gos Micklem
In this work we describe a machine learning framework, Polyglotter, that in a general way supports the mapping of natural language searches to database queries.