How Accurate Is Machine Translation?

Food for translation engines: parallel corpora

For most translation engines, such as machine translation, to convert texts from one language to another, they need a base of data called a parallel corpus. A parallel corpus contains a large set of simultaneous translations in various languages. machine translation engines use such data to decide the equivalence between languages.

For this process to be accurate, huge amounts of parallel translations are needed, preferably, from multiple genres—such as novels, films, official proceedings, news reports, and even social media.

Benefits of machine translation

The benefits of machine translation are of course, its speed and convenience. Yet, inaccurate translations are not uncommon, especially in languages that have less support in terms of having a good corpus. In such cases, one often runs into translations that either are awkward or, sometimes, do not make any sense.

Limitations of machine translation

Machine translation’s benefits are not universal to the world’s many languages. Whether a language becomes available on machine translation or other engines depends on a few factors like the number of speakers, how much the language is used in official proceedings (which increases the availability of its translations), and the affluence of its people group.

The number of speakers of a language no doubt plays a role in shaping their online presence on machine translation and other sites. Yet, although the top translated languages have hundreds of millions of speakers, the online presence of those ranking in the middle do not necessarily correlate to the number of speakers.

This is because other factors like the scope of influence and affluence of the country that uses the language matter too. For example, official EU languages like Greek and Swedish, which only have a few million (less than 20) speakers, have a much better presence on machine translation and translated Wikipedia pages than many languages with the same or larger speaker population, like Bhojpuri (51 million speakers). Bhojpuri was among the 24 languages made available on machine translation only recently, in 2022. Furthermore, the translation model it uses is not backed by the usual parallel corpora; instead, it uses Google’s new “Zero-Shot” monolingual model that Google itself describes as “impressive but imperfect”.

Conclusion – machine translate for rough translations

In conclusion, machine translation engines can be useful for personal use and rough translations. It is often used when traveling, travel planning, or when browsing or shopping online on foreign websites. In these cases, basic translations are often all you need, and not much is at stake.

However, machine translations can be inaccurate or even unavailable, especially if the target language has a poorer online presence. Hence, if you need an accurate or certified translation, it is best to approach a trusted translation company where real human language experts can assure you an accurate translation. 

How To Accurately Transcribe Audio And video recordings for court use

Audio and video recordings are often submitted as evidence for court proceedings. In Singapore, under the State Courts Practice Directions 2021, Part XIX, Paragraph 130, regarding the documentation of audio and video recordings for the community courts and tribunals cluster, “A transcript of the important part(s) of the audio or video recording must be prepared to state the relevant fact (ie, the action that is seen, the exact words that are used, the type(s) of sound(s) that are heard).”

Although this does not have to be done by a transcription service provider, legal firms often refer the task to one to save on time and to ensure quality.

If you would like to know how an accurate transcript is produced, read on.   

Accuracy

For audio recordings, repeated listening is key to producing an error-free transcript. This is to ensure words are heard correctly, no word is missed out, and overlapped speech can be differentiated as best as possible. We recommend listening to a recording at least three times, especially for difficult ones, such as those containing muffled words, overlapped speech, or an unfamiliar accent. It can also help to have more than one person review the recording.

Maintaining objectivity is also very important. Any subjectivity or interpretative quality to a transcript may be deemed biased or unfair in court, rendering the evidence useless. For example, if a person in a video is seen smiling, you should describe the person as “smiling”, but not “happy”, as the person who is smiling may not necessarily be happy. Hence, it is important to maintain objectivity and to avoid introducing subjective interpretations when transcribing.

Formatting

Apart from being accurate, a transcript must also be easy to follow. A range of formatting tricks will help you to do this. Let’s discuss some of them.  

Before you start, know what style of transcription you would be using--full verbatim or clean verbatim. Full verbatim retains filler words and stammering while clean verbatim presents the speech in Standard English.

You may also want to consider other formatting elements that will help you present your transcripts clearly or that may be relevant to meet your needs. Some suggestions are listed below.

·         Headings and paragraphs – Sectioning the document into different parts with headers and splitting up large paragraphs into smaller ones can help improve readability. 

·         Speaker labels – Speaker labels are required to differentiate between different speakers. If a speaker’s identity is not known, generic labels like “Male”, “Female”, or “Speaker 1” can be adopted. 

·         Timestamps – Placing timestamps helps the reader to locate parts of the recording that correspond to particular places in the transcript. Timestamps can be inserted at regular time intervals, for example, every 5 minutes, by inserting [0:05:00], [0:10:00], etc. at the relevant points, or may be inserted every time a different speaker begins their turn. 

·        Tags for inaudible speech and crosstalk – Tags like [inaudible] and [crosstalk] can be used to indicate instances of inaudible speech or crosstalk. 

·         Describing non-speech sounds – Non-speech sounds can be indicated by enclosing them within brackets. For e.g., [clapping], [door closing], etc. 

·         Describing actions – For video recordings, you may italicize or enclose actions in brackets. For e.g., [Mike walks over to the table].

There it is! With these tips, you are on your way to producing a solid transcript.

Alternatively, you may leave the job to a professional company such as ours.

Parts of the recording that require translation

What if your recording contains parts that are not in English? According to the rules stated in State Courts Practice Directions 2021, when words in the audio or video recording are not in English, a certified translation of the words into English must be provided. 

Internet Resources For Translators

 

The internet can no doubt be of use to translators. If you find yourself stuck on a topic or a word that you find particularly difficult to translate, or simply would like to accelerate your translation work, turning to online resources can be helpful. These include machine translation software, dictionaries, blogs and discussion forums, and even online courses.

Machine translation software include Google Translate, which suggests the most common translations for a particular word or phrase; another software, SYSTRAN Translate even offers domain-specified translations. This can be useful for preliminary translations to speed up your workflow. They may also help you find the translation of words that are less familiar to you.

Moreover, online dictionaries or the sauruses can be useful for finding synonymsof a particular translated word. This is especially useful for literary translators who may need more word options.

Blogs and discussion forums,such as the popular Reddit, provide a space for translators working in similar fields to collaborate, while online courses-many of which are free-can help you upgrade your knowledge of a subject in the language of interest.Taking courses will help you to be more well-versed in the area you are working in. However, be careful of delving too deep into a single sub-specialisation, as this can waste your precious time: it may be better to prepare your self for a broader range of tasks in the field as compared to over-specialising in individual topics which you may not encounter on a regular basis.

Translation Services Involve More Than Just Translation/Other Services That A Translations Company Usually Provides

 

The term ‘translation service’, or ‘translation provider’ immediately suggests that a translation from one language to another by a professional translator is to be provided. Yet, a translation service does not merely involve translation – and thankfully!

Obviously, translation is the main role of the company, and a certified, competent group of translators are the key contributors in the company. They are the ones who make sure the meaning of your document is translated in the best possible way for the required application – be it for personal, official, technical, or legal use.

Yet, a translation company performs a spectrum of tasks for you that may not be immediately apparent; these include understanding your needs, converting your source file (often in non-digital format) into a suitable digital format for translators to work on, translation (of course), a few rounds of proofreading, and finally, liaising with a notary public for notarization services and legalizing documents with the Singapore Academy of Law, if necessary. Hence, by engaging the help of a certified translations services provider, you save time on administrative duties as well as having the assurance of accurately translated documents.

If you are looking to engage a translations company in Singapore, feel free to contact us at Berlo International Pte Ltd. 

Why You Need a Professional Translation Company In Singapore For Legal Documents

While many of the documents you'll need to be translated to or from the local language of Singapore will probably be technical, legal documents such as wills and contracts always have special weight. That's why it's important to work with a reliable translation company when it comes time to translate legal documents into or from English or another foreign language.

Why you need Legal translationservice Singapore

In Singapore, like many other countries, it is crucial to get your documents translated into local languages by a certified translator, not just a native speaker. The reason is simple: Not everyone knows all of our languages. When you need document translation services, most people don't stop to think about whether they need certified translations or if they can find someone who speaks their language at their local coffee shop or bank branch. Many believe that anyone can translate when it's very different than speaking two languages or knowing English as one of your many dialects.

What is a Translation company in Singapore?

A certified translation company can provide you with both certified and non-certified translations. The main difference between these two categories is that certified translations have been validated by an outside authority, such as the Translator Association of America or another similar organization. A professional translation company will always have these certifications to ensure the high quality of their work and professionalism. Translations with no certification were translated by translators who were not part of a specific association but still followed industry standards when translating documents, which makes them just as reliable as certified translations. For example, our translators must translate documents according to strict ISO 9000 standards even if they are not associated with an organization like TAA (Translator Association of America).

How Does Translator Singapore Work?

Translator Singapore services are quick, easy, and convenient. Our certified translators translate your documents quickly to ensure that you get them back on time. We offer fast and accurate translation services at very affordable prices. Because we want to make it easier for businesses and individuals in Singapore to communicate with people from other countries, we provide several services, including business document translation, legal document translation, and personal document translation. Start communicating clearly with our trusted translator today!

How to Get the Best Quality certified translation Singapore from Them?

To get certified translation, you must learn more about how long they have been offering legal document translation services. The other thing that you need to find out from them is their client base of those who have previously used their services for legal document translations. This can be done by reading testimonials from previous customers so that you will know whether it is worth investing in them or not.

Top Questions That Good Translation Companies In Singapore Will Ask You

 1.    Who is the translation intended for?

Any certified translation company out there will, first and foremost, confirm the intended recipient/audience for their certified translation services before anything else. Not only does this reflect the translation company’s initiative in offering the best translation service possible, but it will also notify the translation company of anything special that they would have to be careful of or look out for when preparing to translate the document.

For instance, certified translations for PR application translations in Singapore as compared to overseas embassies might require less paperwork or official stamps.Not only that, the tone and register of the translation might vary greatly depending on what the translation will be used for. The translation style and form for legal translations for one, would be stiffer and require the use of specific industry/legal terms, as opposed to a translation that would be used internally within a company.

Ultimately, having a clear understanding of the translation’s recipient will help to set a clear framework in which the translation company can work its translations around to ensure it fits the needs of the client as much as possible.

 

2.    Could you clarify the spelling of the names in the source document?

Likewise, any certified translation service will require you to clarify the spelling of names during the process of translation. This is a crucial point of note especially in the areas of notarized translation or legal translation, where any slight discrepancies in the names in the finalized translations can be a significant factor that might just very well cost an individual that PR application he or she had been waiting so long to get approval for. This is even more so for non-English native speakers whose pronunciations of names might differ from that of their spellings, or if the spelling of their names in their mother tongue has variations when spelled in English that might lead to such unfortunate incidents occuring.

Of course, this applies to taking the initiative in confirming the accuracy of other personal details in the source document as well. Whatever the case may be, the attention to details, however minute, is clearly a basic requirement for any translation or translator company who respects the client and takes pride in their work.

 

3.    Do you require additional translation services, such as Notarization or legal translation services?

Lastly, any certified translation company in Singapore would also enquire whether you require any additional translation services, such as if you would want your documents to be notarized and so on.

It goes without saying that certified translation services often require translators to possess industry-specific knowledge and understanding of certain specific terms crucial to the type of translation service that is required.Knowing whether the client requires these additional steps in the translation process allows the translation company to deploy the translator best suited for the job. At the same time, it provides sufficient buffer time for the translators and the company to source for and acquire the necessary personnel and paperwork to finalise the translation within the stipulated deadline.

Needless to say, if you do opt for additional services such as requiring a notarized translation, do be prepared to pay a higher amount for the translation since more administrative paperwork is required.  

Although the above list of questions are non-exhaustive, they do form a benchmark of sorts that certified translation services and companies work with. Hopefully, these questions will be of use the next time you want to look for professional and experienced certified translation companies in Singapore.

Why Translate As A Job?

 

If you are seeking work, and believe your skills as a bilingualist are up to a significant level of prowess, then why not consider a job as a translator? The industry of providing certified document translation services in Singapore to others is always seeking fresh minds. On the other hand, if you were instead hoping to bolster your knowledge of one language or another, working at a translation company is a good opportunity to experience a steady influx of texts to practice reading and rewriting. Whatever your end goal, seeking a profession as a translator is an excellent means of further developing your own skills with one language or more.

 

The most obvious benefit in providing a translation service professionally is of course the chance to turn one's language skills into financial income. For a steady flow of it, one can seek employment at a certified translation company in Singapore, wherein there are colleagues who can advise you on how to work and improve, as well as those who handle the administration and client intercommunication. The latter of course is where the material to be translated comes from, attached to requests from clients for a number of purposes (typically a PR application translation or a notarized translation). In such a position, one will have plenty of opportunities to practice with the languages one is familiar with, and there may even be times where one will be exposed to work with other languages one may gain future interest in. Though certain languages will be more common, depending on one's specialization or the region on is currently in, working as a translator will inevitably be exposed to a wide variety of languages from around the world, especially if one has a workplace with a high volume of tasks.

 

Alternatively, one can work as an independent translator in Singapore. Though this results in a less reliable income, as work will be on a job-by-job basis, this allows such a person more flexibility in scheduling and the freedom to choose the types of jobs they will work with. One could then seek out individual clients who need certified translation services in Singapore for their own specific needs, but generally it is more common for freelancers in this field to seek out the above-mentioned translation companies, who act as middlemen between clients and independent translators. Furthermore, one would not even have to be a translator themselves for exposure to a wide variety of languages, as there are also the necessary tasks of administration or client intercommunication described earlier. Even without having to deal with specific translation jobs (such as providing a legal translation service), one will inevitably be exposed to other languages through the handling of the initial documents to be translated and the final drafts for client review. More so if one is tasked with reviewing the final drafts for quality and accuracy.

 

Translation-focused or otherwise, the translation industry has a number of positions available for those eager to turn their language skills into a career, and such a career can in turn help to strengthen such language skills and foster interests in new languages. If such a thing appeals to your mind, consider a future in providing certified translation services in Singapore!

Future of Translation: Will Technology Fully Replace Translation?

 

An odd question, but try viewing a website that is written in a language you do not normally use. Depending on the internet browser you use, you may receive a prompt or a request from the program to translate as much of the website as possible into your preferred language, and the process to do this can happen instantaneously, or at most in just a few minutes. No translator or translation company in Singapore was involved; only lines of code and vocabulary databases that have been perfected over time to take text in one language and convert them into another while maintaining high standards of accuracy and readability. As has been mentioned before, technology is negating the need for human intervention or assistance in many facets of life, including the realms of human language. Will the need for human-provided document translation services disappear entirely? Will certified translation companies in Singapore become obsolete and eventually be thought of as relics of the past?

People will very often gravitate towards quicker and more convenient options. Hypothetically, let us assume legal translation services are required for a contract, and one of two options must be chosen: a professional translator who will cost more and take at least a few days to finish the work; or a program that can be downloaded online (free or for a one-time purchase) and finish the translation in less than a day. If nothing else is considered, then one may believe the program to be the natural choice every time. After all, why would one ever wish to use a service that requires more time and money?

Well, added time and costs can become more reasonable if one has more at risk. It is worry-free when you have an internet browser automatically translate the contents of a store’s webpage, or use a program to translate some fiction for your entertainment. However, what if it is a PR application translation you need where success or failure can hinge on the document itself, or what if you are translating important documents for the judge to consider in a court dispute? A program itself has no particular care if a minor error leads to an expensive disagreement on your end. Conversely, a certified provider of translation services in Singapore will have a vested interest in ensuring that the final translated document delivered to you will be of the highest quality and accuracy, since the document’s success in its intended use will also add to the translator’s own professional reputation.

There is also the question of certifications to consider, and not just that of the translator. Well-established translators in Singapore also typically have the means to proceed with a notarized translation, i.e. having the contact details of a notary public on-hand. Notaries public are recognized for having the authority to determine documents’ authenticity and certifying them as such. Translation programs (at least as they are now) have no means of contacting other parties on their own for the certifying of documents for any official purposes.

Even assuming the world was to reach a point where humans are supplanted by digital programs when it comes to the provision of document translation services, it is hard to imagine such programs operating without some level of human supervision, even if it is just one person at the back of a room full of humming computers. Despite our desire for convenience and economy, we are also unwilling to leave our most vital documents to automated programs, especially if some major purpose or goal depends critically upon them.

Consequently, for such vital documents, people will still seek out human professionals in the translation industry, if not because of explicit confidence in translation professionals’ abilities, then at least just for more pairs of eyes to review and ensure that a document’s translation is completely correct. Thus, in the meantime, certified translation services in Singapore will ever yet require that human element.

What Translators Need To Know: How To Work With Others

 

Translation is intrinsically a collaborative act, as at the very bare minimum there will be two parties involved: the person who wrote the original document, and the certified translation provider in Singapore who has been tasked with converting the language of the document to another. However, in today’s inter-connected professional landscape, it is much more likely for a greater number of people to be involved: the owner of a document who received it from another, a manager who will be reviewing the translator’s work, an intermediary agent who is assisting the document’s owner, and so on. When providing a translation service, one will inevitably require the skills needed to communicate and co-operate with others.

For example, in the process of providing legal translation services to a client, not only will there be the general difficulty in converting a legal document’s language from one to another, but there will also be uncertainties on the translation of legal terms. Legal documents require precise language, and to be certain that the correct terms are used or if different words are needed, a translator in Singapore must have communication skills to effectively communicate with the client or colleagues on what terms are necessary and what must be replaced. Similarly, if one is in a different position within a certified translation company in Singapore and is just working with translators, one still needs clear communication skills to effectively convey the mandatory words and terms for the legal documents they are working with.

There is also the possibility that one may work with clients or alongside translators with a weaker grasp of English (or another language). What if one were providing a PR application translation for an elderly couple and they have trouble communicating what they want or understanding what is unclear in their documents?Fortunately, with sufficient knowledge of computers, Microsoft Word (and possibly other writing programs as well) have the means to draw attention without literally spelling it out. Words can be highlighted, and comments can be added; changes can be tracked so fellow translators or colleagues in other positions can see the thought process behind the work. For clients with difficulties communicating, highlighting the words may be enough to draw their attention towards key details for them to review.

While translation companies indeed exist, there are also numerous individual translators who operate independently. Though they might not need to form co-operative connections with co-workers, the above-described skills for collaboration are still of importance to these independent professionals. After all, they still need to interact with clients, whether they be a translation company or a random stranger.

To provide certified document translation services in Singapore, whether by yourself or as part of a larger company, is to embark on a path that will bring you into contact with a wide variety of people. Hence, if one wishes to excel in the field of translation, one cannot just rely on a crucial knowledge of languages, one must also develop the interpersonal skills needed to interact with others and in turn be better able to understand the requirements of employers and clients.

What Translators Need: Flexibility and Adaptability

Often, the translation industry typically sees work that can fit into a few categories, such as PR application translation (that involve birth and educational certificates in familiar formats) and notarized translation (where a particular process and set of standards are adhered to for every translation). However, much like life in general, sometimes a certified translation company in Singapore may encounter a job with more atypical requests. As a professional translator, one not only needs to be diligent in adhering to previous standards and document formats, but also to have flexibility of mind and adaptability in approach when encountering unexpected requirements.

As an example, consider how a certified translation provider in Singapore would translate a book of Chinese poetry to English. One is obviously expected to correctly convey the meaning of the poem in the requested language. However, a poem is not singularly a collection of words in a single paragraph. For a poem to be recognized as a poem, the person writing it generally considers its meter (i.e., the number of syllables in each line). Some writers of poetry even consider the visual appearance of a poem, such as if the text can fit a perfect square or has a repeating visual pattern of varying lengths. This can throw up a host of new problems when a translator in Singapore must consider line-length and syllable-quantities. In the case of translating a poem from Chinese to English, consider how one would fit a 2-line English explanation of a four-character Chinese idiom into a single line of poetry, especially when one would have to duplicate the original’s metre.

One might also encounter similar challenges when translating for more serious purposes, such as providing legal translation services. For instance, one might not expect to be concerned about visuals for documents intended for business purposes, but some companies may require a translation company to adhere to the original document’s number of pages or other elements of its format. In such a scenario, especially if one is translating from a language that can pack a lot of meaning into a few narrow characters, one would now have to pay attention to font sizes, spacing, paragraphing, and potentially many other factors regarding document format that a translator may not have originally expected to face.

To accommodate requirements like these, there are no overall shortcuts one can take in this regard. One must simply be creative in word choice (or have access to a thesaurus), while having a good grasp of Microsoft Word’s various functions for arranging and calibrating a document’s contents. Hopefully, the client will also be receptive to receiving and reviewing multiple drafts to better achieve a final product that best fits their vision. If one can satisfactorily complete a task like this, then such a provider of certified document translation services in Singapore can be confident in the high quality of their skills.

Challenges of Translation: Transcription

 

For the most part, a certified translation professional in Singapore can expect to deal with written documents, which comes with the usual trials of understanding different languages and conveying the proper meanings in the correct wording. On rarer occasions though, a translator working in Singapore may find themselves with work that involves the task of transcription, which involves other kinds of difficulties.

Transcription (or to transcribe) is the act of making a written copy of something, which can include recorded audio or video of one or more persons’ speech. Regarding certified document translation services in Singapore, this typically means that a client is requesting that a length of recorded spoken speech be diligently transcribed and translated into a clear and legible document intended for official purposes. Rather than a PR application translation or a notarized translation, one may frequently encounter requests for transcription while in the process of providing legal translation services, where someone’s recorded speech may be used to prove or disprove a case.

As can be expected, the act of transcription adds a further level of challenge for the translation company that takes it on. Even if one was not to consider the effort required for the translation, simply converting spoken speech to a written document can be quite a task, especially if the speaker is using informal speech, as slang terms and certain phrases may not have suitable words or phrases in the language it is to be translated to. Furthermore, the recorded audio (if it is not a formal speech by one person) may have background noise obscuring the speaker’s speech, or someone else interrupting a sentence with their own speech. These and other elements can hinder one’s attempts to precisely write down the words for a recording, whether in its own language or another’s.

The entire process may seem overwhelming, but fortunately if the translation service is being provided by a translation company with multiple staff members available, certain individual steps may be broken up among multiple people. For instance, someone who only knows the language that is spoken in the audio that is being transcribed can simply directly transcribe the audio in its original language. From that point, a translator may translate the written text while simultaneously referring to the recorded audio so that the final translated document will have a higher degree of guaranteed accuracy. Similarly, if the document requires it, yet another employee of the company can handle the basic job of noting down the timestamps of each segment of speech in the recorded. The employee would not particularly require any skill or knowledge of language, as all they need to do is note the times when someone in the recording begins and ends speaking. This is a small task on its own but can alleviate some portion of the burden for those who are handling the transcription and the translation.

The task of transcription can be daunting, warranting various skills for its completion, including a sharp ear to single out and correctly interpret spoken speech, as well as fluency in the recording’s original language and the language it is to be translated to. Hence, to be certain that the audio you are working with is properly transcribed and translated into an accurate and professional document, the best course of action is for you to rely on a certified translation company in Singapore.

What Translators Need To Know: Machine Translation Post-Editing

 

As mentioned previously, machine translation is becoming an increasingly viable option for professionals seeking economical translation services, one chief reason being the capability of handling large volumes of text in a much shorter time-period. However, machine translation has yet to reach the point of perfection, in that it makes mistakes that are obvious to human readers and lacks the ability to know the context for a particular document (i.e. what a document is going to be used for, how formal the writing needs to be, and so on). Though the worry of being replaced by technology is there, humans who are certified translation providers in Singapore can still find a role to fill in this process, which is handling the task of Machine Translation Post-Editing.

As the name itself explains, Machine Translation Post-Editing (or MTPE) is the act of reviewing the text produced by machine translation. For instance, if a translation company has used machine translation in a legal translation service, they can then bring in a translator (whether in-house or freelance) to appraise and correct it where needed. If such a company wants to retain their reputation from providing certified document translation services in Singapore, they want to ensure that whatever machine translation program they use results in documents free from errors and correct in its usage of terms (legal, technical, and etc).

This is especially the case when the produced document has an important purpose, such as that which comes from a notarized translation. Not only are legal professionals with costly services involved, but the document that is notarized and certified cannot be corrected after the process. A machine translation program neither cares about wasted fees nor loss of reputation, so the duty of ensuring the absolute correctness of the document (and in turn the success of the translation and the future success of the client’s intent for the document) falls to the human translator in Singapore assigned to this task.

In some cases, translators could even be required for the MTPE process simply for the sake of improving machine translation. A company behind a particular machine translation program could have it translate a large randomly selected series of texts, and then bring in translators to either make corrections to the results or to translate lines of text on their own. The company then compares both results (that of the machine translation program and that of the human translators) to see where the program succeeded or failed, how translators improved on what the program produced, and how the program itself can be improved from what has been observed.

Even with machine translation, there are certain aspects of the translation industry that cannot be automated, and the process of improving machine translation can provide roles for human translators to fill. In the meantime, before machine translation is fine-tuned to human (or even superhuman) levels of professional quality, if one requires translation services (such as a PR application translation service), the best options available are still either a certified translator or a certified translation company in Singapore.

Tools of Translation: Machine Translation

 

In the past, numerous jokes have been made about the awkward nature of machines, especially when they were used to simulate typical human actions. Robots were portrayed with clumsy movement and stilted speech; texts produced entirely by a computer were either nonsensical or unfocused. Even today, one can personally witness the difficulty machines have with human words and speech by selecting YouTube’s options for automatic transcription or translation. However, this clumsiness is becoming a thing of the past, as technological advances and increasingly refined data morph the capabilities of machines from science-fiction jokes to frighteningly useful tools. The translation industry is no stranger to this, where machine translation can potentially achieve results on par with that of a certified translation company in Singapore.

Though clients seeking guarantees of quality may still turn to humans, particularly for crucial work such as a notarized translation, one key reason for opting for machine translation would simply be volume, or rather the capability of converting a high volume of pages from one language to another very quickly. After all, it may be simple enough to provide a translation service for a dozen or so pages, but if the client requires the translation of hundreds of pages in a limited window of time, then it may be too unmanageable for only a few translators to do on their own, or it may be that the certified document translation services in Singapore necessary to finish that work before the specified deadline would be too costly for the client. Of course, clients aiming to seek out cheaper translation services in general is a key reason of its own.

On the other hand, the adage of “you get what you pay for” applies here as well. Machine translation programs may have advanced in quality as tools since their creation, but on its own, machine translation still has a reputation of producing noticeable errors as well. A computer may have whole encyclopedias of various languages in its database, but it may end up making obvious mistakes if it is unable to understand context like a human. For example, if a legal translation service is being provided, then it requires more formal language. Some machine translation programs use a brute-force method of running words through countless dictionaries for their equivalent in another language, but if they run into the names of peoples or places (such as in a PR application translation) and are not instructed to leave them alone, the program can make the grievous error of translating a name into something unrecognizable.

Mind you, this is not making an argument against machine translation, as it is a tool just like any other. Rather, it is an argument against blindly using machine translation. A dictionary may know each word’s meaning, but it cannot put together a letter. It is still up to thinking humans to direct the meaning of the text, just as it is still up to a certified translation professional in Singapore to compensate for what a machine translation program lacks. This process of machine-translated results being later reviewed and rectified by a human translator has a specific name: Machine Translation Post-Editing.

Challenges Of Translation: Improving Proofreading Skills For Legibility And Quality

Recent articles have been about the necessity of proofreading when it comes to the work of certified translation professionals in Singapore. Being fluent in two specific languages may be enough to directly translate a document from one language to another, but that will likely not be enough to convey the correct meanings or satisfy the client requesting the translation. That is where proofreading is performed, either by the translator or another employee of a translation company in Singapore, to verify that a document that has gone through the process of document translation services is both accurate in its details and of high-quality in terms of its grammar and phrasing. Previously, what it means to be accurate and how this can be better achieved was the focused-upon topic. Now, attention will be turned to the what’s and how’s of achieving legibility and quality through proofreading for a translated document.

The accuracy of its details is a key quality for translated documents, particularly those from PR application translations. Fortunately, ensuring that a document is accurate can be straight-forward;compare the later translated draft to the original source document in whatever way one is familiar with, and make sure that specific aspects of it (such as names, dates, etc.) are correctly spelled and in order. In this regard, one only needs to confirm that the final draft’s names and dates (and so on) matches the source documents, as these details typically remain the same (unless one considers national and cultural differences).

However, ensuring the translated document’s legibility and quality is a different matter. Rather than confirming that specific portions of the document are spelled or phrased correctly, here the person proofreading must confirm that the overall final draft of it can be easily read and understood in the requested language. Further, the document must be recognized as having been written by an educated professional, not only devoid of errors but also of a good enough writing standard to have come from a notarized translation (i.e., coming with a recognized lawyer’s certification) and presented to official government institutions. If a client has requested certified translation services in Singapore, then they expect the translator or translation company to produce a translated document that clears the high bar of quality described above.

In this case, there is no quick and sure-fire way of immediately learning how to proofread for legibility and quality. This aspect of the skill is one developed over time and experience, either by working within the translation industry itself or just through reading and writing formal documents in other occupations. For instance, if one was previously in a profession related to legal matters, one would of course experience legal documents of various types. With memories of such documents, and if a decision is made to work as a translator in Singapore, then one can use their past work experience to aid in providing legal translation services, as well as later proofreading the documents produced through such a translation service. Although, in a tight situation, the internet also has plentiful examples of formal documents or formal document templates.

Indeed, it would be an ideal situation if a certified translation provider in Singapore can produce a document of high standards immediately acceptable to the client. However, human error is a persistent fact of life, and many other factors can also hamper the quality of a document (including national/cultural differences, lesser-known legal terms, and potential unusual circumstances). As such, a translator or someone assigned to the translator’s work must be versed in proofreading to confirm that the document’s details are accurate, as well as to particularly ensure that the final version of the document is a professional product acceptable to both the client and to the important purpose that the document is intended for.

Challenges of Translation: Improving Proofreading Skills for Accurate Details

 

As written previously, professionals skilled in languages and the certified translation of documents in Singapore must also concern themselves with other skills to be successful at their work, in particular the skill of proofreading. A translator may do it for their own work or someone else could be assigned to check the quality of a freelancer’s conversion of a document’s language, but whatever the reason, a thorough proofreading is an essential step in the translation process. Hence, it is necessary for any who wish to enter the translation industry to also know how to proofread and how to improve their ability to proofread.

Arranging for document translation services via a professional translator or a certified translation company in Singapore already means that the document is important enough to spend significant money on it, especially if it is a notarized translation that requires the services and certifications of a notary public. Following that logic, the person(s) the document is from will then expect the final product to be as accurate as possible and as flawless as possible. For the former, this usually means that in addition to providing the usual translation services, one should also be ensuring that the personal details in the document are correct, and that specific terms are used in the correct context.

Regarding how one can ensure the accuracy of a document’s contents, that requires attention to detail, a quality that can be earned with time and experience. However, one can also learn certain tricks or techniques to speed up the process. For instance, suppose that in the process of a PR application translation, a translator must work with a birth certificate, translating the text of the document while ensuring that names, dates, and places are accurately transferred. Instead of going back and forth from one full-screen document to another, one can have windows for both documents open simultaneously with each filling half a screen. Thus, the translator (or someone else who is proofreading) can make easier comparisons and more easily produce a document that is completely accurate in its details.

The above example also demonstrates the necessity that a certified translation professional in Singapore have some awareness of how various programs like Microsoft Word work, as well as what functions they are capable of. The “Arrange All” option in the View menu of Microsoft Word can be selected to show all open Microsoft Word documents at once. Imagine a different circumstance where a translator is providing a legal translation service and must then translate a multi-page document with several instances of the name “Wolfeschlegelsteinhausenbergerdorff”. It would be quite difficult to remember such a long and complicated name, as well as ensuring that it is correct every time it appears. However, by using Word’s “Find” function, one can simply search for a small part of the name that they are sure is correct for everywhere in the document (such as “Wolf”) and then be provided with an organized list of all its instances where it is easier to compare them against each other.

Currently, there is no quick, easy, and inexpensive way to fully review a document for fully correct details. Automated processes may still overlook key items and human error is always a possibility. In the end, translators (or the proofreaders who work with them) must rely on care and experience to ensure a document’s contents are completely accurate.

What Translators Need To Know: Precautions

In an ideal world, one can rely on professional integrity and common decency to be sure that the services received would be of an acceptable quality. However, a somber truth all must face is that everyone must take their own precautions in their dealings with others. This is the case as well in the field of certified document translation services in Singapore, where client and freelancer alike must exercise care while translator and translation company weigh options and interactions. Fortunately, if an individual takes the time to safeguard themselves and their own interests, whether they seek to employ or be employed, their efforts can be well-rewarded.

On the part of clients, there are plenty of intermediary companies that can verify the quality potential translators for you, but if you are seeking out translators on your own, then you will need to manage the risks as well. For instance, if you are employing a person or a company for a one-time legal translation of a sizable document, and you are uncomfortable with how you are personally unsure of their abilities, then you can ask them to translate a few pages of the document as a trial run. A certified translation company in Singapore can do the same, testing potential translators with a few pages of foreign-language text that the company already knows the meaning of.

In a similar vein, depending on the size of the document to be translated, you could separate it into segments for the translator or translation company to complete one at a time, who can then be paid of each upon completion. This is to their benefit as well if they are unfamiliar with you, as this would split the task into manageable parts and lower the risk of a client disappearing without paying for the final product. It is for this reason that the fee for smaller jobs is usually split into two halves: a deposit to be paid before the translation service begins, and a final payment before the final translated product is sent to the client. This is the case even if only a single page is involved, such as a PR application translation for a single birth certificate. Such a job can also become a notarized translation, which would have the translator or translation company incur costs during the translation process, such as the fee from the lawyer who handles the notarization process.

When translation services are provided, both parties are facing risk, especially if each is unknown to the other. However, so long as each takes the effort to understand the other’s position and the precautions that each needs to set in place first, then mutual agreements can be reach and the provision of certified translation services in Singapore can proceed smoothly.

What Translators Need: Self-Promotion

 

While it might be a tempting idea to only ever need or train the skills directly associated with one’s own profession, that is a highly inadvisable view to take in today’s multi-faceted professional world. Professionals providing document translation services are no exception, as simply working at a certified translation company in Singapore will put them in contact with other people (clients, employers, colleagues) and as a result will require them to exercise their interpersonal skills for communication. In the specific case of freelance translators, whose list of staff begin and end with themselves, they must handle their own matters regarding finance or publicity in addition to whatever legal translation or notarized translation service they may provide. The latter is of particular importance, as without self-promotion, a translator in Singapore will be unable to reach the clients or employers they need to ply their trade.

The first step in self-promotion is in fact also the most obvious. In order to seek work as a translator, freelance or otherwise, one must simply look for relevant jobs at the usual haunts, i.e. job search websites and so on. There are even websites specifically focused on jobs for translators such as ProZ, connecting employers or clients with those who have the necessary language skills to convert a particular document (or possibly some other type of media) from one language to another.

Successfully finding work through these searches will of course lead to the more immediate gains of income and experience, but one should not overlook the opportunity for further self-promotion. Even performing a single job for a new client or agency can open the door for future work by showing them your skills, efficiency, and work ethic. A translation company may not be looking for new permanent employees now, but by showing them how you perform on a one-time occasion (such as if they needed help with a sudden large surge of PR application translation jobs), you can potentially become one of the first names they turn to when they must decide on translators for future work.

The supply of work may be unpredictable, but if one is judicious with promoting oneself as an efficient professional skilled with the use and conversion of languages, then one may feel confident about becoming another steady supplier of certified translation services in Singapore to many a client and employer.

Challenges of Translation: Downtime

The fact of the matter is that in terms of demand for document translation services, it can all vary quite greatly and due to forces outside of one’s control. During some periods, one might see numerous requests for translators of every type; during other periods, a freelance translator in Singapore may find nothing but deserts and ghost towns. PR application translations of course require people who want to become a Permanent Resident of a country in the first place. If their interest regarding this dries up, then so will work that involves the translation of their personal documents. The onset of COVID-19 worldwide has resulted in numerous worrying developments, including the obvious significant decrease in international travelers and, in turn, the decrease in their needs for a certified translation company in Singapore to convert their documents to another language. Though such periods are regrettable, there are still ways to improve one’s career as a translator, freelance or employed.

One way is using such free time to improve one’s knowledge and skill of the languages they work with, and consequently improve the quality in services they provide, such as legal translation services. A previous article listed various ways this can be accomplished, though one can go a step further by embarking on a personal translation project. There are many types of entertainment media in the world, all of which can also be found in a variety of languages. While many of the above have been translated to other languages as well, a number can only be found in a single language. Depending on a translator’s interests, they could translate the title of their own choice for themselves or a small group to enjoy. They (whether they do it by themselves or as part of a translation group) could also share their translation for free on the internet to promote their own skills.

Granted, there is a certain gap between the language used for entertainment media and that which is encountered in formal notarized translations, but any work that gives one further experience with a language, particularly through repeated exposure to common phrases or grammar rules, can help grow one’s prowess with various language-related skills, such as providing a higher-quality certified legal translation service in Singapore.

There are a great many other activities that a translator can engage in to improve their lot in life, and they do not need to specifically focus on a translator’s skill with languages. After all, translators (particularly freelancers) would be well-advised to spend time on self-promotion as well, making themselves known to other translators and the translation companies that would hire them. That, however, is a topic for another day. For now, one can simply dwell on the wealth of pursuits that a translator may pursue on their own time and in so doing increase their capacity for delivering a stellar certified translation service in Singapore.

Challenges of Translation: Localization & Lingo

 

When it comes to converting the language of official documents from one to another, many a translation company in Singapore is familiar with the various hurdles that come with such a task. To translate a document is not only a question of being familiar or fluent in two different languages; to provide certified translation services in Singapore, one must tackle other challenges in addition to needing the standard characteristic of being attentive to details. These can include: understanding the different grammar rules that each language has; being familiar with specialty terms from a particular job or field of study; and more. However, that which has been previously listed has not yet considered another relatively rarer difficulty for translators: Localization.

When providing a PR application translation or notarized translation, one usually works with official documents such as birth certificates or educational degrees, which are important personal papers that those assigned with creating them usually take care in ensuring that personal details are printed or written legibly, or at least make sure that such details are accurate. However, a translator in Singapore may also be assigned with a piece of media using the lingo of a local dialect. It could be a transcription of a video that needs to be translated for international audiences, or it could be part of a certified legal translation service in Singapore, wherein the statements of a person must be translated for the legal matters of another country’s main language.

The challenge in localization (which is also frequently the case in the professional field of translation) is two-fold: understanding the lingo of the source, which may include local terms and phrases unknown to official language databases; and re-phrasing the local term in understandable terms of the target language. For instance, a proverb using four Chinese characters may take a whole sentence to explain, if not more. In the process of providing document translation services, professionals in this field know the importance of not only including all the essential details of a document, but also ensuring that the essential meaning of the text within is included as well.

Hence, if you must translate a document involving dialects and lingo, especially if it is intended for judicial processing or something of equal import, then the only effective path forward is to seek out those who can provide you with the certified legal translation services in Singapore that fit your needs.