AIMC Topic: Multilingualism
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Leveraging Wikipedia knowledge to classify multilingual biomedical documents.
Artificial intelligence in medicine
May 3, 2018
This article presents a classifier that leverages Wikipedia knowledge to represent documents as vectors of concepts weights, and analyses its suitability for classifying biomedical documents written in any language when it is trained only with Englis...
Personalized response generation by Dual-learning based domain adaptation.
Neural networks : the official journal of the International Neural Network Society
Apr 5, 2018
Open-domain conversation is one of the most challenging artificial intelligence problems, which involves language understanding, reasoning, and the utilization of common sense knowledge. The goal of this paper is to further improve the response gener...
A Reading Model from the Perspective of Japanese Orthography: Connectionist Approach to the Hypothesis of Granularity and Transparency.
Journal of learning disabilities
Jul 21, 2017
This study presents a computer simulation model of reading in Japanese syllabic kana and morphographic kanji. The model was based on the simulation model developed by Harm and Seidenberg for reading in English. The purpose of building the current mod...
Bilingual term alignment from comparable corpora in English discharge summary and Chinese discharge summary.
BMC bioinformatics
May 9, 2015
BACKGROUND: Electronic medical record (EMR) systems have become widely used throughout the world to improve the quality of healthcare and the efficiency of hospital services. A bilingual medical lexicon of Chinese and English is needed to meet the de...
A multilingual gold-standard corpus for biomedical concept recognition: the Mantra GSC.
Journal of the American Medical Informatics Association : JAMIA
May 6, 2015
OBJECTIVE: To create a multilingual gold-standard corpus for biomedical concept recognition.
Evaluating a pivot-based approach for bilingual lexicon extraction.
Computational intelligence and neuroscience
Apr 23, 2015
A pivot-based approach for bilingual lexicon extraction is based on the similarity of context vectors represented by words in a pivot language like English. In this paper, in order to show validity and usability of the pivot-based approach, we evalua...
Evaluating the usability of an interactive, bi-lingual, touchscreen-enabled breastfeeding educational programme: application of Nielson's heuristics.
Journal of innovation in health informatics
Mar 5, 2015
The study purpose was to conduct heuristic evaluation of an interactive, bilingual touchscreen-enabled breastfeeding educational programme for Hispanic women living in rural settings in Nebraska. Three raters conducted the evaluation during May 2013 ...
Exploring Zero-Shot Cross-Lingual Biomedical Concept Normalization via Large Language Models.
Studies in health technology and informatics
May 15, 2025
Over the past few years, discriminative and generative large language models (LLMs) have emerged as the predominant approaches in natural language processing. However, despite significant advancements, there remains a gap in comparing the performance...
The relationship between mindfulness and second language resilience among Chinese English majors: the mediating role of academic hope.
BMC psychology
May 10, 2025
BACKGROUND: In light of the heightened expectations surrounding the development of foreign language professionals in the age of artificial intelligence and the pursuit of academic excellence in Asian culture, Chinese English majors are faced with tre...
Using articulatory feature detectors in progressive networks for multilingual low-resource phone recognitiona).
The Journal of the Acoustical Society of America
Nov 1, 2024
Systems inspired by progressive neural networks, transferring information from end-to-end articulatory feature detectors to similarly structured phone recognizers, are described. These networks, connecting the corresponding recurrent layers of pre-tr...
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