1 code implementation • 30 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.
no code implementations • 9 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.
no code implementations • 9 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.
no code implementations • 9 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).
no code implementations • 17 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.