Manuel Carlos Díaz-Galiano

3 papers · 2019–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

SemEval (2) ACL (1)

Top co-authors

Miguel A. García-Cumbreras (2) Salud María Jiménez-Zafra (2) Arturo Montejo-Ráez (2) Estela Saquete (1) L. Alfonso Ureña-López (1) Mariia Chizhikova (1) María-Teresa Martín-Valdivia (1)

Research topics

Machine Learning (3) Learning Types (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Architectures (1) Core Methods (1) Generation (1) Resources & Methods (1)

Keywords

data augmentation (2) text classification (1) long short-term memory (1) recurrent neural network (1) self-play fine-tuning (1) hate speech detection (1) lay summarization (1) large language model (1) neural network (1) temporal expression (1) transfer learning (1) parameter-efficient methodology (1)

Papers

SINAI at BioLaySumm: Self-Play Fine-Tuning of Large Language Models for Biomedical Lay Summarisation ACL 2024 SINAI-DL at SemEval-2019 Task 5: Recurrent networks and data augmentation by paraphrasing SemEval 2019 SINAI-DL at SemEval-2019 Task 7: Data Augmentation and Temporal Expressions SemEval 2019