Browsing Máster Universitario en Análisis y Procesamiento del Lenguaje by Author "Agirre, Eneko"
Now showing items 1-8 of 8
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Building a dialogue system for question-answer forum websites
Campos Tejedor, Jon Ander (2017-03-05)[EU] Dialogo-sistemak gizakiak laguntzeko sistema automatikoak dira, eta beren ezaugarri nagusia da komunikazioa hizkuntza naturalaren bidez gauzatzeko gai direla. Azken boladan bultzada handia jaso eta eguneroko tresnetan ... -
Distributional semantics and machine learning for statistical machine translation
Artetxe Zurutuza, Mikel (2016-05-24)[EU]Lan honetan semantika distribuzionalaren eta ikasketa automatikoaren erabilera aztertzen dugu itzulpen automatiko estatistikoa hobetzeko. Bide horretan, erregresio logistikoan oinarritutako ikasketa automatikoko eredu ... -
Exploring Semantic Textual Similarity
González Agirre, Aitor (2012)[EN]Measuring semantic similarity and relatedness between textual items (words, sentences, paragraphs or even documents) is a very important research area in Natural Language Processing (NLP). In fact, it has many practical ... -
GLEN: Adiera desanbiguazioa hizkuntza-eredu sortzaileak erabiliz
Aguirre Blanco, Tasio (2023-06-30)Azken urteotako ikasketa sakonean oinarritutako sistema sortzaileek ospea lortu dute jendartean gizakien idazkera naturala imitatzeko ahalmenak bultzatuta. Honez gain, hizkuntzaren prozesamenduko hainbat atazetan emaitza ... -
Multilingual word embeddings and their utility in cross-lingual learning
Kulmizev, Artur (2018-10-15)Word embeddings - dense vector representations of a word’s distributional semantics - are an indespensable component of contemporary natural language processing (NLP). Bilingual embeddings, in particular, have attracted ... -
Natural Language Inference Models for Few-Shot Text Classification: A Real-World Perspective
Romero Mogrovejo, David Orlando (2023-06-30)[EN] Pivoting tasks as entailment problems have shown to be very effective in different applications like question answering and relation extraction. On the other hand, language models trained for entailment tasks have ... -
Unsupervised information retrieval using large language models
Domínguez Becerril, Carlos (2023-06-30)Nowadays, to tackle the open domain Question Answering (QA) problem, a neural architecture with two main components is usually used: the information retriever, whose task is to search for the most relevant documents with ... -
Unsupervised methods to predict example difficulty in word sense annotation
Aceta Moreno, Cristina (2018-06)[EU]Hitzen Adiera Desanbiguazioa (HAD) Hizkuntzaren Prozesamenduko (HP) erronkarik handienetakoa da. Frogatu denez, HAD sistema ahalik eta arrakastatsuenak entrenatzeko, oso garrantzitsua da entrenatze-datuetatik adibide ...