Gorka Azkune

Orcid: 0000-0002-2506-7426

According to our database1, Gorka Azkune authored at least 36 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Grounding spatial relations in text-only language models.
Neural Networks, 2024

Improving the Efficiency of Visually Augmented Language Models.
CoRR, 2024

BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image Retrieval.
CoRR, 2024

BertaQA: How Much Do Language Models Know About Local Culture?
CoRR, 2024

When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively.
CoRR, 2024

Improving Explicit Spatial Relationships in Text-to-Image Generation through an Automatically Derived Dataset.
CoRR, 2024

ENIA Chair in Artificial Intelligence and Language Technology.
Proceedings of the Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations (SEPLN-CEDI-PD 2024) co-located with the 7th Spanish Conference on Informatics (CEDI 2024), 2024

DeepKnowledge: Deep Multilingual Language Model Technology for Language Understanding.
Proceedings of the Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations (SEPLN-CEDI-PD 2024) co-located with the 7th Spanish Conference on Informatics (CEDI 2024), 2024

Do Multilingual Language Models Think Better in English?
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

2023
Image captioning for effective use of language models in knowledge-based visual question answering.
Expert Syst. Appl., 2023

Unsupervised Domain Adaption for Neural Information Retrieval.
CoRR, 2023

2022

A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments.
Sensors, 2022

Egocentric Vision-based Action Recognition: A survey.
Neurocomputing, 2022

2021
Inferring spatial relations from textual descriptions of images.
Pattern Recognit., 2021

Embedding-based real-time change point detection with application to activity segmentation in smart home time series data.
Expert Syst. Appl., 2021

2020
Cross-environment activity recognition using word embeddings for sensor and activity representation.
Neurocomputing, 2020

Using External Knowledge to Improve Zero-Shot Action Recognition in Egocentric Videos.
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

Automatic Evaluation vs. User Preference in Neural Textual QuestionAnswering over COVID-19 Scientific Literature.
Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

Evaluating Multimodal Representations on Visual Semantic Textual Similarity.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Smart cities survey: Technologies, application domains and challenges for the cities of the future.
Int. J. Distributed Sens. Networks, 2019

2018
An IoT-Aware Approach for Elderly-Friendly Cities.
IEEE Access, 2018

A Scalable Hybrid Activity Recognition Approach for Intelligent Environments.
IEEE Access, 2018

Embedding-Level Attention and Multi-Scale Convolutional Neural Networks for Behaviour Modelling.
Proceedings of the 2018 IEEE SmartWorld, 2018

2017
Vision-Based Fall Detection with Convolutional Neural Networks.
Wirel. Commun. Mob. Comput., 2017

MASSHA: An agent-based approach for human activity simulation in intelligent environments.
Pervasive Mob. Comput., 2017

Inter-activity Behaviour Modelling Using Long Short-Term Memory Networks.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017

Activity recognition approaches for smart cities: The City4Age use case.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017

2015
Combining Users' Activity Survey and Simulators to Evaluate Human Activity Recognition Systems.
Sensors, 2015

Extending knowledge-driven activity models through data-driven learning techniques.
Expert Syst. Appl., 2015

2014
A Hybrid Evaluation Methodology for Human Activity Recognition Systems.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services, 2014

A Knowledge-Driven Tool for Automatic Activity Dataset Annotation.
Proceedings of the Intelligent Systems'2014, 2014

2013
Semantic Framework for Social Robot Self-Configuration.
Sensors, 2013

2012
Semantic Based Self-configuration Approach for Social Robots in Health Care Environments.
Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012

2011
A Navigation System for a High-Speed Professional Cleaning Robot.
Proceedings of the Towards Autonomous Robotic Systems - 12th Annual Conference, 2011


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