Listar por autor "Ezquerro, Ana"
Mostrando ítems 1-3 de 3
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From Partial to Strictly Incremental Constituent Parsing
Ezquerro, Ana; Gómez-Rodríguez, Carlos; Vilares, David (Association for Computational Linguistics, 2024-03)[Absctract]: We study incremental constituent parsers to assess their capacity to output trees based on prefix representations alone. Guided by strictly left-to-right generative language models and tree-decoding modules, ... -
On the Challenges of Fully Incremental Neural Dependency Parsing
Ezquerro, Ana; Gómez-Rodríguez, Carlos; Vilares, David (Association for Computational Linguistics, 2023-11)[Absctract]: Since the popularization of BiLSTMs and Transformer-based bidirectional encoders, state-of-the-art syntactic parsers have lacked incrementality, requiring access to the whole sentence and deviating from ... -
On the Reliability of Machine Learning Models for Survival Analysis When Cure Is a Possibility
Ezquerro, Ana; Cancela, Brais; López-Cheda, Ana (MDPI, 2023-10-02)[Abstract]: In classical survival analysis, it is assumed that all the individuals will experience the event of interest. However, if there is a proportion of subjects who will never experience the event, then a standard ...