Adrian Bazaga

According to our database, Adrian Bazaga authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

FLUID-LLM: Learning Computational Fluid Dynamics with Spatiotemporal-aware Large Language Models.

Max Zhu, Adrián Bazaga, Pietro Liò

CoRR, 2024

TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting.

Andrei Margeloiu, Adrián Bazaga, Nikola Simidjievski, Pietro Liò, Mateja Jamnik

CoRR, 2024

Unsupervised Pretraining for Fact Verification by Language Model Distillation.

Adrián Bazaga, Pietro Lio, Gos Micklem

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Language Model Knowledge Distillation for Efficient Question Answering in Spanish.

Adrián Bazaga, Pietro Lio, Gos Micklem

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs.

Adrián Bazaga, Pietro Lio, Gos Micklem

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation.

Adrián Bazaga, Pietro Liò, Gos Micklem

CoRR, 2023

Unsupervised Fact Verification by Language Model Distillation.

Adrián Bazaga, Pietro Liò, Gos Micklem

CoRR, 2023

2022

HumanMine: advanced data searching, analysis and cross-species comparison.

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

Database J. Biol. Databases Curation, 2022

2021

Translating synthetic natural language to database queries: a polyglot deep learning framework.

Adrián Bazaga, Nupur Gunwant, Gos Micklem

CoRR, 2021

2019

BIOLITMAP: a web-based geolocated, temporal and thematic visualization of the evolution of bioinformatics publications.

Adrián Bazaga, Alfonso Valencia, María-José Rementeria

Bioinform., 2019

A Convolutional Neural Network for the automatic diagnosis of collagen VI-related muscular dystrophies.

Adrián Bazaga, Mònica Roldán, Carmen Badosa, Cecilia Jiménez-Mallebrera, Josep M. Porta

Appl. Soft Comput., 2019

Network Community Cluster-Based Analysis for the Identification of Potential Leukemia Drug Targets.

Adrián Bazaga, Alfredo Vellido

Proceedings of the Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, 2019

2018

Performance Evaluation of an Algorithm-based Asynchronous Checkpoint-Restart Fault Tolerant Application Using Mixed MPI/GPI-2.

Adrian Bazaga, Michal Pitonák

CoRR, 2018