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.
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.
1 code implementation • 30 Jan 2019 • Adrián Bazaga, Mònica Roldán, Carmen Badosa, Cecilia Jiménez-Mallebrera, Josep M. Porta
This decision scheme points to the possibly problematic areas in the input images and provides a global quantitative evaluation of the state of the patients, which is fundamental for diagnosis and to monitor the efficiency of therapies.