Adrián Bazaga

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Convolutional Neural Network

Top Venues

Database J. Biol. Databases Curation

Publications

Adrián Bazaga, Pietro Lio, Gos Micklem
Language Model Knowledge Distillation for Efficient Question Answering in Spanish. Tiny Papers @ ICLR (2024)
Adrián Bazaga, Pietro Liò, Gos Micklem
HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs. CoRR (2024)
Andrei Margeloiu, Adrián Bazaga, Nikola Simidjievski, Pietro Liò, Mateja Jamnik
TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting. CoRR (2024)
Max Zhu, Adrián Bazaga, Pietro Liò
FLUID-LLM: Learning Computational Fluid Dynamics with Spatiotemporal-aware Large Language Models. CoRR (2024)
Adrián Bazaga, Pietro Lio, Gos Micklem
Unsupervised Pretraining for Fact Verification by Language Model Distillation. ICLR (2024)
Adrián Bazaga, Pietro Liò, Gos Micklem
Language Model Knowledge Distillation for Efficient Question Answering in Spanish. CoRR (2023)
Adrián Bazaga, Pietro Liò, Gos Micklem
SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation. CoRR (2023)
Adrián Bazaga, Pietro Liò, Gos Micklem
Unsupervised Fact Verification by Language Model Distillation. CoRR (2023)
Rachel Lyne, Adrián Bazaga, Daniela Butano, Sergio Contrino, Joshua Heimbach, Fengyuan Hu, Alex Kalderimis, Mike Lyne, Kevin Herald Reierskog, Radek Stepan, Julie M. Sullivan, Archie Wise, Yo Yehudi, Gos Micklem
HumanMine: advanced data searching, analysis and cross-species comparison. Database J. Biol. Databases Curation 2022 (2022) (2022)
Adrián Bazaga, Nupur Gunwant, Gos Micklem
Translating synthetic natural language to database queries: a polyglot deep learning framework. CoRR (2021)
Adrián Bazaga, Alfonso Valencia, María-José Rementeria
BIOLITMAP: a web-based geolocated, temporal and thematic visualization of the evolution of bioinformatics publications. Bioinform. 35 (14) (2019)
Adrián Bazaga, Mònica Roldán, Carmen Badosa, Cecilia Jiménez-Mallebrera, Josep M. Porta
A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular Dystrophies. CoRR (2019)
Adrián Bazaga, Mònica Roldán, Carmen Badosa, Cecilia Jiménez-Mallebrera, Josep M. Porta
A Convolutional Neural Network for the automatic diagnosis of collagen VI-related muscular dystrophies. Appl. Soft Comput. 85 (2019)
Adrián Bazaga, Alfredo Vellido
Network Community Cluster-Based Analysis for the Identification of Potential Leukemia Drug Targets. WSOM+ (2019)