The Anti COVID-19 SME Enablement Program can help your company expand and go digital during the epidemic. Get a $500 discount for paying customers or a $300 coupon package for any new SME clients.
by the Translation Platform Team at DAMO Academy.
The current pandemic seriously jeopardises the lives and health of people everywhere. Fighting the outbreak is everyone's top responsibility since the World Health Organization has urged the international community to consider the COVID-19 virus to be "public enemy number one." New studies on the virus itself and potential therapies are being conducted all around the world, and significant advancements are being made in the development of a new vaccine. At least 77 research publications on COVID-19 had been published in English as of February 4. The translation team at the Alibaba DAMO Academy has created the Professional Translation Platform for COVID-19 in an effort to eliminate language barriers and coordinate the most recent research on the virus between China and the rest of the world. To aid medical experts worldwide in cooperating to combat the virus, this portal offers free Chinese-to-English and English-to-Chinese translation services for professional documents in the medical industry. Managing the billing process accurately is not easy as providers might face hurdles in revenue cycle management. Moreover, Net Collection Rate below 95% shows that your practice is facing troubles in the billing process. To eliminate all these hurdles and maintain your NCR up to 96%, MedsIT Nexus are around the corner for you so that your practice does not have to face a loss.
The Expert Medical Translation Engine of DAMO
This translation platform's engine uses iterative optimization based on the best bidirectional Chinese-English translation model currently available in the market. We gathered a significant amount of high-quality medical-domain data for it using cutting-edge automatic corpus filtering technology, and we adjusted the model's parameters by adding some general-domain data. As a result, the new translation engine can adapt effectively to medical duties while still performing well in other translation-related domains. In addition, we integrated the most recent bilingual knowledge base terminology connected to the epidemic using cutting-edge intervention technology created by the DAMO Academy. This guarantees that the translation of medical words is accurate.
Algorithms for Basic Machine Translation
At the moment, Alibaba Translate uses a deep neural network-based translation methodology. In order to generate sentence-by-sentence translations, we employ the seq-to-seq translation model framework, regard individual strings as inputs, and use subwords as the minimal translation unit. In order to enhance our modeling abilities, we employ a cutting-edge Deep Transformer network architecture and utilize deep neural network and self-attention technology. The model's training convergence speed is greatly accelerated as a result of this and a highly parallel network structure design. Second, we have enhanced the translation system's quality by maximizing the use of linguistic knowledge and adding more a priori linguistic information. The resulting translation better adheres to grammatical conventions and lexical standards when syntax,
Technology for Scoring Bilingual Corpora
In order to better tailor the model to a particular domain, we can select high-quality domain data from a vast number of noisy data by automatically evaluating the quality of the bilingual corpus that has been obtained. The overall architecture of the model is depicted in the following figure.
The primary portion of the model is depicted on the right side of the figure. The pre-trained multilingual expert model, which is comparable to the Transformer NMT model, is presented here. Nevertheless, we switched the aim to a bidirectional transformer model as we are not engaged in generation chores. The bidirectional language properties of the original text and the translation can be successfully extracted using this model. Following this round of training, a potent bilingual language model is produced.
The Bi-LSTM quality evaluation model, which is displayed on the left side of the picture, combines some word distribution matching properties with the data gleaned from the bilingual expert model. The quality of the corpus can be accurately predicted by these characteristics.
Technology for Machine Translation Intervention
Our patented neural network translation intervention technique efficiently utilises outside a priori knowledge to improve the quality of translations and swiftly fix translation mistakes. Online errors can be rapidly fixed, and demands for bespoke translation can be met. To help with this, we've put in place a whole-sentence and fragment-intervention-capable online translation intervention module. E-commerce, voice, and communication translation scenarios all frequently employ this technology. Using this technology, Alibaba Translate can seamlessly incorporate current bilingual knowledge bases for the medical industry into medical settings, ensuring the precision of medical language. Users of the applicable terminology technology can also create their own terms.
Dictionary of Professional Epidemics
Due to the extensive use of specialist terminology in medical publications, it can be challenging for academics and practitioners to comprehend medical texts written in a foreign language. Additionally, because there are numerous professional areas and sub-disciplines within medicine, even doctors who are fluent in English in their particular specialties may find it difficult to understand English-language content pertaining to other departments, fields, or disciplines. This public benefit platform has assembled more than 500,000 medical terminology dictionaries that span many subfields, including clinical care, biology, and medicines, in order to alleviate this pain point. In order to help users with terminology searches, it also continuously records new words and their translations that are connected to the current pandemic. Users can simultaneously add fresh term translations and instantly communicate with others about the most recent epidemic terms.
Sharing of Professional Literature on Epidemics
Frontline researchers and clinicians have closely followed the development of studies on the virus itself, the state of the epidemic, and the prevention and control measures implemented both domestically and internationally since the COVID-19 outbreak. The public welfare platform now features articles from reputable journals like the New England Journal of Medicine, the Lancet, Nature, Science, Journal of Medical Virology, and Journal of Clinical Medicine. Nearly 20 studies from the domains of epidemiology, virology, clinical medicine, and others are included in this resource. MedsDental is a renowned in the united states, equipped of the revenue cycle experts who are highly proficient in delivering fast and the error-free billing services to the dental practices by using the cutting edge technology. The Chinese translations as well as the source texts in English are free to use. Users can quickly and easily stay up to date with the most recent research conducted throughout the world by reading and downloading the papers. The software also enables users to upload their own papers and generate translations automatically. In order to facilitate users' gathering and searching for pertinent materials, it also offers a document exchange system.
Function Improvement
Since most of the documents are shared and disseminated in PDF format, Alibaba Translate is optimized for PDF document translation. The specific optimizations include the following.
