Lenguajes y Sistemas Informáticos
Departamento
AITOR
SOROA ECHAVE
PROFESORADO AGREGADO
Publicaciones en las que colabora con AITOR SOROA ECHAVE (95)
2023
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Deep Dive Text Analytics and Natural Language Understanding
Cognitive Technologies (Springer Science and Business Media Deutschland GmbH), pp. 313-336
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Image captioning for effective use of language models in knowledge-based visual question answering
Expert Systems with Applications, Vol. 212
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Scaling Laws for BERT in Low-Resource Settings
Proceedings of the Annual Meeting of the Association for Computational Linguistics
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State-of-the-Art in Language Technology and Language-centric Artificial Intelligence
Cognitive Technologies (Springer Science and Business Media Deutschland GmbH), pp. 13-38
2022
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BasqueGLUE: A Natural Language Understanding Benchmark for Basque
2022 Language Resources and Evaluation Conference, LREC 2022
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Does Corpus Quality Really Matter for Low-Resource Languages?
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022
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PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised Poetry Generation
Findings of the Association for Computational Linguistics: EMNLP 2022, December 7-11, 2022
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PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised Poetry Generation
Findings of the Association for Computational Linguistics: EMNLP 2022
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Principled Paraphrase Generation with Parallel Corpora
Proceedings of the Annual Meeting of the Association for Computational Linguistics
2021
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Applying deep learning techniques for sentiment analysis to assess sustainable transport
Sustainability (Switzerland), Vol. 13, Núm. 4, pp. 1-19
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Beyond offline mapping: Learning cross-lingual word embeddings through context anchoring
ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference
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Inferring spatial relations from textual descriptions of images
Pattern Recognition, Vol. 113
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Towards zero-shot cross-lingual named entity disambiguation
Expert Systems with Applications, Vol. 184
2020
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Analyzing the Limitations of cross-lingual word embedding mappings
ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference
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Conversational Question Answering in Low Resource Scenarios: A Dataset and Case Study for Basque
PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020)
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Conversational question answering in low resource scenarios: A dataset and case study for basque
LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings
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DoQA - Accessing domain-specific FAQs via conversational QA
Proceedings of the Annual Meeting of the Association for Computational Linguistics
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Evaluating and optimizing the parameters of an unsupervised graph-based WSD algorithm
Proceedings of TextGraphs: The 1st Workshop on Graph-Based Methods for Natural Language Processing
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Evaluating multimodal representations on visual semantic textual similarity
Frontiers in Artificial Intelligence and Applications
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Give your text representation models some Love: The case for Basque
LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings