Individualized Education Program Meetings

School is a common experience that a lot of us have. For some, though, it’s not that simple of an experience. Imagine you’re having trouble keeping up in school and not learning at the same rate as others. What can you do? Sometimes doing your best can only take you so far. This is where IEPs come into play.

IEP is a legally binding process.

Individualized Education Programs are a very involved and careful process that involves not only the student, but their parents, and their teachers too. As you might be able to imagine, it’s important that everyone is able to understand each other for such a delicate and important process!

For interpreters, helping to interpret IEP meetings is a rewarding line of work that they actively look forward to. Seeing the smile on the child’s face or the parents’ face when they know that careful attention is being paid and that they can flawlessly communicate with each other without the barrier of language is a great feeling!

While there’s no set formula for the perfect interpreter, all our interpreters agree that experience plays a significant role.

Pedro and Noemi suggest that it typically takes about a year for interpreters to feel comfortable working in special education.

Familiarize yourself with the terminologies and the entire IEP process thoroughly so that you’re fully prepared for what’s to come!

It’s even better if you have a collection of examples ready to share, making it easier to explain and clarify information for parents.

Interpreters Need to possess comprehensive knowledge of the school system and more!

Susy specifically emphasizes the need for interpreters to possess comprehensive knowledge of various aspects, including the school system, resources of the school district, expectations of teachers, staff, and therapists, understanding the background of the family and the list goes on!

To do so, we recommend maintaining close ties with local school districts, which allows you to have a deeper understanding of the ever-evolving systems and resources. Following up with current standards is crucial!

Interpreters Need to have some knowledge of autism and speech development

Autism traits and speech development vary widely, so staying informed and updated on these topics proves immensely beneficial in delivering effective interpretation services. As Flower says, autism is a spectrum, so it is overall best to have some knowledge of it, otherwise someone who is not familiar with certain autism traits and/or the lack of speech development will probably be taken off guard.

Interpreters Need to take notes and/or ask the speaker to pause so they may interpret efficiently.

Interpreters must interpret the core message, and as such must take notes and/or ask the speaker to pause so they may interpret efficiently. While it’s true that interpreters usually bring out the core message, they also try to retain as many of the details and nuances as possible when interpreting for a speaker.

In order to do this, it’s important that the speaker doesn’t speak for too long so that the interpreters can be sure to repeat everything that they said in another language.

The job of an interpreter is to facilitate communication to the point that it’s almost as if the two sides are talking to each other. As such, omitting details is not something that interpreters try to do.

Interpreters Need to interpret in a register that the parents can understand!

Full inclusion refers to the total integration of a student with disabilities into the regular education program with special support. In full inclusion, the student’s primary placement is in the regular education class. However, the student can leave the class to receive related services such as speech or physical therapy.

For some interpreters, one challenge they find is that the language of the IEP’s various pathologists is sometimes at a register far above the level of understanding of the parents.

If that happens, the interpreters should try asking for permission to interpret in a register that the parents could understand.

Also, with COVID-19, the introduction of non-native English-speaking speech and language pathologists, may add another complexity in between IEP meetings.

This is why it’s very helpful for interpreters to have native-level strength in English while also being familiar with speech development. It makes communicating with the correct technical jargon much simpler and also easier to simplify everything for parents.

Our favorite moments despite these difficulties

Needless to say, there are so many cherished moments throughout the process, considering how closely interpreters work alongside the family.

Pedro fondly recalls being able to witness students’ progress and growth, or even celebrate their graduation from needing special education services.

Susy shared a heartwarming moment when the principal, who attended the IEP meeting, acknowledged her passion and dedication, which led him to choose her again for the school district meeting.

These accomplishments are truly what made our interpreters feel deeply satisfied and reaffirm the meaningfulness of their work!

We often present clients with guidance on how to work with interpreters, and frequently get asked about AI. This is because many people are waiting for the day that they can simply go online and use AI to seamlessly translate between two different languages, but we would like to say it out loud here: THAT DAY HAS YET TO COME.

Please also check out this flip-book we’ve made https://heyzine.com/flip-book/20de67a12a.html

Please also check out our playlist for Chinese localization case studies: https://www.youtube.com/playlist?list=PLO-QGEbwcTr14xqfiR38Mp-EhHAmclsUY

We localized the Interpreters and Music video into traditional Chinese as an example to compare translation accuracy between humans versus AI and to identify some classic AI issues.

One of the biggest weaknesses of AI is that it often struggles with names. For instance, the name “Laura” was translated into both “蘿拉” and “勞拉.” When we saw this inconsistency in names, we looked at each other with amusement because this happens all the time. Some may say AI spelling names incorrectly isn’t a big deal since it’s an easy fix. However, for those people, we’d like to share a real-life example.

In a lease contract we worked on, Paragraph 1 said that the landlord shall be known as ‘A’ and the tenant as ‘B’. Paragraph 2 called the landlord ‘C’ and the tenant ‘D’. This was a document with 30,000 words that a client asked us to quote for reviewing the translation, which had probably been done by an AI. Just in terms of reviewing names, how much effort would it take to find out if there were places that call the landlord “E” and the tenant “F” and so on? Not to mention all the work it would take to find other mistakes that humans typically need several rounds of review to detect.

Our analysis also uncovered that AI defaults to using the pronoun “你,” referring to males and offering no female form “妳.”

AI have translated love song titles like “Suddenly Missing You” and “Stuck on You” into traditional Chinese, using the male form. The male singers may not prefer using the male form of “you” in their love song titles. Otherwise, a native speaker in traditional Chinese would feel kind of strange, reading it.

We inserted line breaks on messages that appear in the video. With line breaks, AI seemed to lose the context of the lines.

Line breaks are important. We are often requested to insert line breaks in Asian language marketing materials. Take Japanese line breaks as an example. There are some basic rules for line breaks or how to break words up, but at the same time, there are a lot of exceptions, which humans can easily catch if they understand Japanese, but not AI. In other words, humans break things apart (debriefing) and put them together in a creative way, which AI is just not capable of.

It turns out that AI struggles to translate any segment accurately and, at times, produces unnatural and contextually absurd translations. As shown in the screenshot below, even with a relatively short source text, the quality of AI translation was unbelievably subpar.

AI translated “interpretation” as “explanation” due to a lack of context.
AI translated “Performance” to machine’s performance rather than that of the interpreter’s.
AI mistakenly translated the meaning of “like” as “to be fond of” instead of “similar to.”
AI word-for-word translation for “big heart” doesn’t make sense to a Chinese audience.

It’s clear to us that AI is not able to handle messages that are broken down by line breaks. This then leads us to a question: How well could AI handle entire messages without line breaks?

We conducted a retest by removing all the line breaks on messages. In this attempt, the text was formatted in a more machine-friendly way to enhance AI’s understanding. But even so, post-editing remained an essential step, with 80% of the segments requiring significant human intervention. Without this crucial step, AI translations either come across as rigid and less relatable to our audience, or contain mistranslations. Below are some examples.

Example 1:
The AI translation appears rather stiff because the word “sync” was translated literally. The audience might wonder what it means to “sync” one language to another. Human translators are able to further explain the context of sync, that is, interpreters “listen to one language and convey it in another language.”

Example 2:
AI translated “more emotionally acute” as “more impatient,” which not only deviates from the intended meaning of the source, but also negates the impact of the word “music”. During post-editing, we replaced it with “more emotionally sensitive,” which is more contextually accurate.

Example 3:
AI did word-for-word translation again. It doesn’t sound like what a normal person would say in Chinese. As a dynamic language, Chinese favors verbs over nouns and usually keeps sentences short. Therefore, in post-editing, we restructured the sentence to make it fit a typical Chinese writing style, and flow more naturally.

Example 4:
AI’s translation of “concentration” lacked clarity. Without referring to the source, it was hard to grasp the intended meaning. So, we opted for a more precise choice of words.

Example 5:
AI does a literal translation, full of ambiguity and rigidity, which doesn’t make clear sense to a Chinese audience.

Translation is supposed to flow naturally to engage the audience. It is the more immersive and relatable experiences that make humans feel comfortable. These are exactly the areas where we as interpreters and translators can contribute to.

There may be a lot of gloom and doom from some in the community who think that their jobs are at risk, however, the reality is that we’re training AI to speak our language, but they aren’t able to fully understand it like we can. They can process it, try and find the corresponding pattern in their database, and come to a conclusion that they think is right, but they won’t always be. That’s where interpreters and translators will always have the edge over AI. Human creativity and our ability to understand what’s important, and the culture embedded in it, enables us to make sure that we are conveying the intended message.

We tried one of the latest AI platforms to translate one of our office videos into Mandarin.

While we were impressed by the seamless process and the voice cloning feature that enhanced voice modulation, we couldn’t help but notice pronunciation and translation errors in the generated video. Given that Mandarin Chinese is a tonal language, tones can become a source of misunderstanding if not pronounced correctly. The chosen video introduces the rental service of our conference room, making “conference” a high-frequency word. However, throughout the video, AI consistently pronounces the Chinese word for “conference,” as “memory,” with tones differing from the former. Also, “state-of-the-art” in Chinese is pronounced the same way that “cash” is. This could undoubtedly complicate the message we aim to convey if left alone.

The translation issues we caught are mostly recurring problems caused by machine translation as discussed above. Take the first sentence as an example. AI translated “Looking for a conference room to have a meeting over video or in person?” as “Can you look for a conference room via video or in person meeting?” AI’s rendition deviates from the original meaning, which is likely caused by line breaks, leading to confusion and miscommunication. Such discrepancies underscore the importance of post-editing and human intervention to refine machine-generated translations.

Our conclusion becomes clear.

In this age of AI becoming more prevalent, humans just need to work smarter to beat out AI. As individuals in an evolving world, it’s important to accept technological advancements, but also understand that AI lacks creativity, individuality, improvisation capability, and the understanding of human cultures. That’s how humans can break through and go beyond AI’s limitations.

1. Choose the right interpreter: Effective interpretation starts by choosing the right interpreter. Ensure that the interpreter has the necessary skills and experience to interpret accurately between the languages involved. Consider their expertise in the subject matter and their cultural sensitivity as well, as these factors can greatly impact the accuracy of the interpretation.
2. Provide background information: Background information such as subject matter, names and titles of participants, context and purpose of the event can greatly help with the accuracy of the interpretation. The more information interpreters have before the event, the better their performance will be. To provide and gather background information is considered a necessity in the interpretation process. To be exact, the interpretation process starts before the event itself.
3. Create favorable environment: Ensure that the interpreter has a clear line of sight and sound to all participants in the conversation. Experienced clients usually treat interpreters with courtesy and thoughtfulness in order to provide a favorable environment for the interpreter to work in. The goal is to help the interpreter enhance their performance and ensure that the interpretation is as accurate as possible.
4. Speak clearly and at a moderate pace: Interpreters must be able to understand the language they are interpreting. Speaking clearly and at a moderate pace can help the interpreter accurately convey the intended message. Avoid using overly complex language, because it can reduce the processing time in interpreter’s brain, help the interpreter render interpretation in an easy and smooth way.
5. Avoid distractions: Interpreters must concentrate to accurately convey both the content and tone of a conversation. Any distractions or interruptions can disrupt the flow of the interpretation process and impact interpretation in a negative way. For instance, if video interferes with audio output, then refrain from asking interpreters to appear on video. Asking interpreters to be on video usually is more distracting than not to be on video. Also avoid any activities that may be distracting, such as talking on the phone or texting.
6. Provide feedback: If there is any confusion or misunderstanding during the interpretation process, it is important to provide feedback to the interpreter. Collaboration rather than confrontation is more conducive to the outcome you would like to achieve in a communication event.

How does AI apply to the language industry? AI has always been a constant question mark in the back of our minds especially regarding automatic translations. Now that AI can do so much, is it time for translators to become worried?

Today, translators use machine translation programs such as Trados or MemoQ to give them a baseline to work from, so called post-editing machine translation (PEMT). PEMT can greatly improve translation times especially for longer translations. For translators, it has been recognized as a valid strategy and working method. However as we all know, the translations that machine translation programs produce aren’t perfect. They are often more than not flawed. But what happens if you begin using AI such as Chat GPT which is designed to produce fluent and natural sounding language? Would a translator have a more powerful tool? Or would you have a competitor?

Translators will find that the answer is the same as it always has, ever since machine translation was introduced into the world. A machine will most certainly not remove the need for a translator. Language is always so fluid, full of nuance and possibilities that it’s almost impossible for a machine to pick up on every last detail. On the flip side though, translators may find a new ally with AI as it can cut their work time, allowing them to work on more projects. For example, translators can enter questions into Chat GPT, maybe have it check for fluency or suggest different ways of phrasing things, or even come up with new ideas.

If you’re an interpreter, you probably have even less to worry about. Though AIs such as Google Assistant are popular for quick and easy phrases, it still runs into the same problems as it is pulling from Google Translate. Interpretation especially is a field where accuracy and nuance is important and a lot of that is easily lost with AI translations.

Overall, in the language field, whether the advancement of AI would replace the role of human translators and interpreters is nothing to be concerned about, at least not in our life time. If anything, we should be excited about it. As the technology advances, translators and interpreters may find a powerful ally that will help them advance their work efficiently.