• Parsing as Pretraining 

  Vilares, David; Strzyz, Michalina; Søgaard, Anders; Gómez-Rodríguez, Carlos (2020)

  [Abstract] Recent analyses suggest that encoders pretrained for language modeling capture certain morpho-syntactic structure. However, probing frameworks for word vectors still do not report results on standard setups ...

• Increasing NLP Parsing Efficiency with Chunking 

  Anderson, Mark Dáibhidh; Vilares, David (M D P I AG, 2018-09-19)

  [Abstract] We introduce a “Chunk-and-Pass” parsing technique influenced by a psycholinguistic model, where linguistic information is processed not word-by-word but rather in larger chunks of words. We present preliminary ...

• On the Processing and Analysis of Microtexts: From Normalization to Semantics 

  Doval, Yerai; Vilares, David (M D P I AG, 2018-09-18)

  [Abstract] User-generated content published on microblogging social platforms constitutes an invaluable source of information for diverse purposes: health surveillance, business intelligence, political analysis, etc. We ...

• Tratamiento sintáctico de la negación en análisis del sentimiento monolingüe y multilingüe 

  Vilares, David; Alonso, Miguel A; Gómez-Rodríguez, Carlos (2017-09-19)

  [Abstract] Dealing with negation in a proper way is a relevant factor in order to obtain high performance sentiment analysis systems. In this framework, we present a method for the treatment of negation in Spanish that ...

• Any papyrus about "a hand over a stool and a bread loaf, followed by a boat"? Dealing with hieroglyphic texts in IR 

  Iglesias-Franjo, Estíbaliz; Vilares, Jesús (ACM International Conference Proceeding Series, 2016-06)

  [Abstract] Digital Heritage deals with the use of computing and information technologies for the preservation and study of the human cultural legacy. Within this context, we present here a Text Retrieval system developed ...

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