Search Results for author: Esteban Marquer

Found 5 papers, 1 papers with code

Solving morphological analogies: from retrieval to generation

1 code implementation30 Mar 2023 Esteban Marquer, Miguel Couceiro

We propose a deep learning (DL) framework to address and tackle two key tasks in AR: analogy detection and solving.

Decision Making Retrieval

Tackling Morphological Analogies Using Deep Learning -- Extended Version

no code implementations9 Nov 2021 Safa Alsaidi, Amandine Decker, Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro

We demonstrate our model's competitive performance on analogy detection and resolution over multiple languages.

A Neural Approach for Detecting Morphological Analogies

no code implementations9 Aug 2021 Safa Alsaidi, Amandine Decker, Puthineath Lay, Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro

In fact, symbolic approaches were developed to solve or to detect analogies between character strings, e. g., the axiomatic approach as well as that based on Kolmogorov complexity.

On the Transferability of Neural Models of Morphological Analogies

no code implementations9 Aug 2021 Safa Alsaidi, Amandine Decker, Puthineath Lay, Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro

Analogical proportions are statements expressed in the form "A is to B as C is to D" and are used for several reasoning and classification tasks in artificial intelligence and natural language processing (NLP).

Exploring the Combination of Contextual Word Embeddings and Knowledge Graph Embeddings

no code implementations17 Apr 2020 Lea Dieudonat, Kelvin Han, Phyllicia Leavitt, Esteban Marquer

``Classical'' word embeddings, such as Word2Vec, have been shown to capture the semantics of words based on their distributional properties.

Entity Typing Knowledge Graph Embeddings +1

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