AIMC Topic: Multilingualism
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MedExpQA: Multilingual benchmarking of Large Language Models for Medical Question Answering.
Artificial intelligence in medicine
Jul 31, 2024
Large Language Models (LLMs) have the potential of facilitating the development of Artificial Intelligence technology to assist medical experts for interactive decision support. This potential has been illustrated by the state-of-the-art performance ...
Cross-lingual hate speech detection using domain-specific word embeddings.
PloS one
Jul 30, 2024
THIS ARTICLE USES WORDS OR LANGUAGE THAT IS CONSIDERED PROFANE, VULGAR, OR OFFENSIVE BY SOME READERS. Hate speech detection in online social networks is a multidimensional problem, dependent on language and cultural factors. Most supervised learning ...
Validating the AI-assisted second language (L2) learning attitude scale for Chinese college students and its correlation with L2 proficiency.
Acta psychologica
Jul 1, 2024
The positive impact of Artificial Intelligence (AI) on second language (L2) learning is well-documented. An individual's attitude toward AI significantly influences its adoption. Despite this, no specific scale has been designed to measure this attit...
Scaling neural machine translation to 200 languages.
Nature
Jun 5, 2024
The development of neural techniques has opened up new avenues for research in machine translation. Today, neural machine translation (NMT) systems can leverage highly multilingual capacities and even perform zero-shot translation, delivering promisi...
Students' Foreign Language Learning Adaptability and Mental Health Supported by Artificial Intelligence.
Journal of autism and developmental disorders
Nov 16, 2023
The rapid development of social reform and the economy has brought great challenges to the mental health of college students. However, there are few studies on the impact of these psychological problems on college students' English learning. As a spe...
Deep learning based sentiment analysis and offensive language identification on multilingual code-mixed data.
Scientific reports
Dec 13, 2022
Sentiment analysis is a process in Natural Language Processing that involves detecting and classifying emotions in texts. The emotion is focused on a specific thing, an object, an incident, or an individual. Although some tasks are concerned with det...
Multilabel classification of medical concepts for patient clinical profile identification.
Artificial intelligence in medicine
Apr 26, 2022
BACKGROUND: The development of electronic health records has provided a large volume of unstructured biomedical information. Extracting patient characteristics from these data has become a major challenge, especially in languages other than English.
Unsupervised cross-lingual model transfer for named entity recognition with contextualized word representations.
PloS one
Sep 21, 2021
Named entity recognition (NER) is one fundamental task in the natural language processing (NLP) community. Supervised neural network models based on contextualized word representations can achieve highly-competitive performance, which requires a larg...
Transformers-sklearn: a toolkit for medical language understanding with transformer-based models.
BMC medical informatics and decision making
Jul 30, 2021
BACKGROUND: Transformer is an attention-based architecture proven the state-of-the-art model in natural language processing (NLP). To reduce the difficulty of beginning to use transformer-based models in medical language understanding and expand the ...
Engaging proactive control: Influences of diverse language experiences using insights from machine learning.
Journal of experimental psychology. General
Oct 1, 2020
We used insights from machine learning to address an important but contentious question: Is bilingual language experience associated with executive control abilities? Specifically, we assess proactive executive control for over 400 young adult biling...
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