A neural approach for detecting morphological analogies
Analogical proportions are statements of the form “A is to B as C is to D” that are used for
several reasoning and classification tasks in artificial intelligence and natural language …
several reasoning and classification tasks in artificial intelligence and natural language …
Domain adaptation for neural machine translation
D Saunders - 2021 - repository.cam.ac.uk
The development of deep learning techniques has allowed Neural Machine Translation
(NMT) models to become extremely powerful, given sufficient training data and training time …
(NMT) models to become extremely powerful, given sufficient training data and training time …
Hierarchical character embeddings: Learning phonological and semantic representations in languages of logographic origin using recursive neural networks
Logographs (Chinese characters) have recursive structures (ie hierarchies of sub-units in
logographs) that contain phonological and semantic information, as developmental …
logographs) that contain phonological and semantic information, as developmental …
Interpreting knowledge graph relation representation from word embeddings
Many models learn representations of knowledge graph data by exploiting its low-rank latent
structure, encoding known relations between entities and enabling unknown facts to be …
structure, encoding known relations between entities and enabling unknown facts to be …
On the transferability of neural models of morphological analogies
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 …
used for several reasoning and classification tasks in artificial intelligence and natural …
Do not trust the experts-how the lack of standard complicates NLP for historical Irish
In this paper, we describe how we unearthed some fundamental problems while building an
analogy dataset modelled on BATS (Gladkova et al., 2016) to evaluate historical Irish …
analogy dataset modelled on BATS (Gladkova et al., 2016) to evaluate historical Irish …
A deep learning approach to solving morphological analogies
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 …
analogical inference and provide a logical framework to address learning, transfer, and …
Comparison of the accuracy of Japanese synonym identifications using word embeddings in the radiological technology field
A Yagahara, N Yokohama - Scientific Reports, 2023 - nature.com
The terminology in radiological technology is crucial, encompassing a broad range of
principles from radiation to medical imaging, and involving various specialists. This study …
principles from radiation to medical imaging, and involving various specialists. This study …
IceBATS: An Icelandic adaptation of the bigger analogy test set
SR Friðriksdóttir, H Daníelsson… - Proceedings of the …, 2022 - aclanthology.org
Word embedding models have become commonplace in a wide range of NLP applications.
In order to train and use the best possible models, accurate evaluation is needed. For …
In order to train and use the best possible models, accurate evaluation is needed. For …
Solving morphological analogies: from retrieval to generation
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 …
solve hard reasoning tasks. Analogy based reasoning (AR) has gained increasing interest …