[PDF][PDF] Tools for the production of analogical grids and a resource of n-gram analogical grids in 11 languages

R Fam, Y Lepage - … of the eleventh international conference on …, 2018 - aclanthology.org
We release a Python module containing several tools to build analogical grids from words
contained in a corpus. The module implements several previously presented algorithms …

A deep learning approach to solving morphological analogies

E Marquer, S Alsaidi, A Decker, PA Murena… - … Conference on Case …, 2022 - Springer
Analogical proportions are statements of the form “A is to B as C is to D”. They support
analogical inference and provide a logical framework to address learning, transfer, and …

Solving morphological analogies through generation

K Chan, SP Kaszefski-Yaschuk, C Saran… - IJCAI-ECAI Workshop …, 2022 - inria.hal.science
This contribution is a first attempt at solving morphological analogies through generation,
instead of relying on retrieval approaches. Our preliminary experiments show promising …

Solving morphological analogies: from retrieval to generation

E Marquer, M Couceiro - Annals of Mathematics and Artificial Intelligence, 2024 - Springer
Analogical inference is a remarkable capability of human reasoning, and has been used to
solve hard reasoning tasks. Analogy based reasoning (AR) has gained increasing interest …

[PDF][PDF] Transferring learned models of morphological analogy

E Marquer, PA Murena, M Couceiro - … ICCBR2022-Analogies: from …, 2022 - inria.hal.science
Analogical proportions are statements of the form “𝐴 is to 𝐵 as 𝐶 is to 𝐷”, which have been
extensively studied in morphology. Recent advances on learning models of analogy from …

Organising lexica into analogical grids: a study of a holistic approach for morphological generation under various sizes of data in various languages

R Fam, Y Lepage - Journal of Experimental & Theoretical Artificial …, 2024 - Taylor & Francis
Morphological generation is a task where given a lemma and a morphosyntactic description
of the target form, we are asked to generate the target form. Knowing that the syntactic and …

[PDF][PDF] A Study of the Saturation of Analogical Grids Agnostically Extracted from Texts.

R Fam, Y Lepage - ICCBR (Workshops), 2017 - ceur-ws.org
Analogical grids aim to capture the organization of the lexicon of a language. We conduct
experiments on analogical grids extracted in four different languages with different …

A study of universal morphological analysis using morpheme-based, holistic, and neural approaches under various data size conditions

R Fam, Y Lepage - Annals of Mathematics and Artificial Intelligence, 2024 - Springer
We perform a study on the universal morphological analysis task: given a word form,
generate the lemma (lemmatisation) and its corresponding morphosyntactic descriptions …

Neural morphological segmentation model for Mongolian

W Wang, R Fam, F Bao, Y Lepage… - 2019 International Joint …, 2019 - ieeexplore.ieee.org
Morphological segmentation is useful for processing Mongolian. In this paper, we manually
build a morphological segmentation data set for Mongolian. We then present a character …

Tackling Morphological Analogies Using Deep Learning--Extended Version

S Alsaidi, A Decker, E Marquer, PA Murena… - arXiv preprint arXiv …, 2021 - arxiv.org
Analogical proportions are statements of the form" A is to B as C is to D". They constitute an
inference tool that provides a logical framework to address learning, transfer, and …