Ana Ezquerro


2024

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From Partial to Strictly Incremental Constituent Parsing
Ana Ezquerro | Carlos Gómez-Rodríguez | David Vilares
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers)

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, we build parsers that adhere to a strong definition of incrementality across languages. This builds upon work that asserted incrementality, but that mostly only enforced it on either the encoder or the decoder. Finally, we conduct an analysis against non-incremental and partially incremental models.

2023

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On the Challenges of Fully Incremental Neural Dependency Parsing
Ana Ezquerro | Carlos Gómez-Rodríguez | David Vilares
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 2: Short Papers)