Why learning a language is better than using machine translation

Students sat outdoors writing in notepads smiling

Reading time: 7 minutes

As technology and AI translation tools continue to advance, it's becoming increasingly tempting to rely on them for language-related tasks. However, this can potentially undermine motivation to learn a new language when technology seems to offer a shortcut. While machine translation can be helpful, it also has its limitations.

Learning a language goes beyond just communication; it opens the door to different cultures, mindsets, and perspectives of the world. Machine translation, despite its efficiency, cannot replicate the cultural immersion that comes with learning a language. Spoken language nuances, idiomatic expressions, cultural references, and implicit rules that are second nature to native speakers are often lost in translation. Let's delve deeper into why learning a language is better than solely relying on machine translation.

Why learning a language is better than machine translation
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Common translation issues

Machine translation isn't 100% perfect yet

In recent years, machine translation technologies have made significant strides. However, they can still struggle to capture the intricacies of the source language and accurately convey them in the target language, such as idioms, metaphors and wordplay, often providing a literal translation that lacks context.

A lack of knowledge about the written language or cultural norms can lead to misinterpretations and misunderstandings. Employing effective translation strategies can help address these challenges, but that takes time, testing and resources.

Some words and expressions, like the Danish ‘,’ have no direct translation and can be lost in machine translation. Machine translation networks can interpret nearly identical sentences differently due to their sensitivity to small variations. This inconsistency, along with the potential inclusion of human biases from its learning data, makes the reliability of these translations questionable at best.

Machine translation can miss context

Context is paramount in effective communication. It’s the cultural, social and linguistic backdrop that gives words their full meaning. Unfortunately, machine translation often fails to take context into account, resulting in translations that can miss the mark.

As language constantly evolves, incorporating new expressions, grammar and slang, machine translations face challenges in keeping up. This one example highlights the risk of missing context in translations and underscores the need for human translators who can navigate these changes and understand the subtleties of language.

Also these systems may segment text improperly due to complex formatting, causing translations to lack context if they’re cut in the middle of sentences.

Cultural nuances can be overlooked

Another aspect where machine translation can struggle is in recognizing and accurately translating terms of address that can vary based on certain aspects unknown to it, like age, title, relationship or social hierarchy.

For example, languages like Korean and Japanese are particularly rich in this respect, with a complex system of honorifics that can change the entire tone of a conversation. These honorifics are deeply embedded in the culture and are a crucial part of respectful communication. They signal the speaker's relationship to the listener, their relative social status, and level of formality required by the situation.

Machine translation systems may not discern these kinds of subtleties, often defaulting to the most direct or common translations without considering the context. This can lead to significant errors in communication, as using the wrong term of address might be seen as rude or inappropriate by fluent speakers.

Machine translations can lack personality

While translation technology has come a long way in terms of accuracy and fluency, it still falls short when it comes to capturing the personality or "soul" of a text. Language is not just a set of rules and vocabulary; it is a living, breathing form of expression that conveys emotions, tone and the unique style of the speaker or writer.

Every language carries its own cultural weight and subtleties, which are often intertwined with humor, irony and personal flair. These nuances are what give a language its richness and depth, and they are also what machine translations most frequently miss.

When you read a beautifully crafted piece of writing, be it literature, poetry or a heartfelt letter, you are not just processing information; you are experiencing the author's personality and emotional undertones. The choice of words, the rhythm of sentences, and the use of literary devices are all deliberate choices made by the author to evoke certain feelings and reactions.

Machine translations however, tend to operate on a purely functional level, prioritizing literal meanings over stylistic elements, thus stripping away the original flavor and personality of the text. They may be able to copy someone's style of writing, but they need that initial dataset to pull from; without the data, a machine would struggle.

Technology isn't always at hand to do the work for you

Despite technology simplifying language translation, it isn’t always available or dependable. There may be times when you Dz’t have access to the internet, when your translation app doesn’t work as expected or when there just simply isn't time. In these situations, knowing the language can be invaluable.

Being self-reliant in communication is crucial in a world where technology is constantly evolving. It’s about developing the confidence to navigate and use technology effectively without constant assistance. Just as we need to be self-reliant in using technology, we also need to be self-reliant in communication. And that means learning languages.

Advantages of learning a new language

Career opportunities

Proficiency in multiple languages can open up a wide range of career opportunities. Companies are on the lookout for multilingual employees for their capacity to foster positive client relationships and demonstrate cultural awareness. Bilingual individuals are particularly sought after in fields such as U.S. government agencies, the business market, engineering and the medical field.

Being bilingual not only gives you a competitive edge in the job market but also highlights your motivation and determination. These are qualities that employers value highly. Studies have also found that bilingual individuals have improved problem-solving and critical-thinking skills, which are highly valued across most career fields.

On top of that, bilingual employees can earn more money per hour on average than those who only speak one language (depending on the industry), according to various and . So learning a language can literally pay off.

More genuine interactions

Learning a language involves more than just memorizing a word list. You’re delving into a new way of thinking and using new sentences and expressing yourself. You’re learning how to communicate more effectively and authentically with people from different cultures. And that can lead to more genuine and meaningful interactions.

There are lots of different approaches and techniques to studying and learning new words. But to truly master a language, you need to use those vocabulary words in context, to understand their nuances and subtleties. And that’s something that machine translation just can’t provide.

Ultimately learning a language goes beyond mere communication - it’s about making connections. It’s about understanding and appreciating the rich tapestry of human cultures and experiences. And it’s about enriching our own lives through the process of learning and discovery.

Personal Identity

Embarking on the journey to learn a language also paves the way for self-discovery. It helps shape our personal identity and gives us a deeper understanding of ourselves and the world around us. When we learn a new language, we’re not just learning a new way of communicating, we’re also learning a new way of thinking and viewing the world.

Being proficient in foreign languages can:

  • Broaden our cultural horizons and allow us to appreciate different cultural practices and worldviews

  • Encourage adaptability and openness to new experiences

  • Foster a global mindset

  • Promote personal growth through the development of discipline and the pursuit of continuous learning

The process of language acquisition can be a transformative experience.

Learning a second language is good for your brain

In addition to social and career advantages, learning a language also benefits your brain health. Research, such as the study conducted by Mechelli et al. (2004) in "," has shown that bilingual individuals have denser grey matter in their brains, compared to monolingual individuals. This can enhance cognitive abilities, such as improved memory, better problem-solving skills and increased mental agility.

Regularly using a second language has been linked to a stronger memory, with research indicating better performance on memory tests among bilingual individuals, affecting both short-term and long-term memory, as suggested by the study conducted by Bialystok et al. (2004) in "". Learning a foreign language can also enhance communication skills, increasing empathy and the ability to see things from another perspective, which in turn benefits everyday communication.

Creativity is yet another domain where language learners show prowess. Studies have found that the process of learning a language seems to unlock creative abilities in problem-solving and flexibility, as indicated by research like that of Kharkhurin (2009) in "".

So, whether you’re looking to boost your career, expand your horizons or just keep your brain sharp, learning a language is a really good idea.

Should I be using machine/AI translations at all then?

By all means, machine translations can be a helpful aid in certain contexts, such as quickly understanding the gist of a text or facilitating basic communication in a pinch. They are convenient when you need a fast translation and are dealing with simple, straightforward sentences. However, they should not be relied upon for deep understanding or nuanced communication.

Consider machine translation as a supplementary tool rather than a substitute for learning a language. It is when the intricate layers of language come into play—such as idioms, cultural references, and humor—that human touch becomes indispensable. So use machine translations with caution and awareness of their limitations, especially in situations where accuracy and cultural sensitivity are paramount.

Conclusion

Learning a language offers students numerous benefits over machine translation. It opens up new career opportunities, fosters deeper connections, enhances cognitive abilities and contributes to personal identity development. While machine translation tools have their place and can be very useful, they can’t replace the rich and nuanced understanding that comes with learning a language.

It’s a journey of discovery, a way to broaden your horizons and a key to unlocking the knowledge of cultures, history and experiences. And that’s something that no translation system or tool can ever provide.

Take the leap and pick up a new language with our language learning app Mondly by app or read our post 'Why should I learn English?'

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    Talking technology: Teaching 21st century communication strategies

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    When my son created a web consulting business as a summer job, I offered to have business cards made for him. “Oh Dad,” he said, “Business cards are so 20th century!”

    It was an embarrassing reminder that communication norms are constantly changing, as are the technologies we use. Younger generations share contact information on their phones’ social media apps, not with business cards. A similar shift has been the move away from business cards featuring fax numbers. “What’s a fax?” my son might ask.

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    More recent technologies, such as the 1992 invention of text messages, seem here to stay, but continue to evolve with innovations like emojis, a 1998 innovation whose name combines the Japanese words e (picture) and moji (character).

    The 55/38/7 rule and the three Cs

    Changing technologies challenge language teachers who struggle to prepare students with the formats and the strategies they need to be effective in academic, business, and social settings. These challenges start with questions about why we have particular norms around communication. These norms form a culture of communication.

    The artist/musician Brian Eno defines culture as what we Dz’t have to do. We may have to walk, but we Dz’t have to dance. Dancing, therefore, is culture. Communication is full of cultural practices that we Dz’t strictly need to do, but which make communication more successful. These include practices based on the 55/38/7 Rule and The Three Cs.

    The 55/38/7 rule is often misinterpreted as being about what someone hears when we speak. It actually refers to the insights of University of California professor, , who looked at how our attitudes, feelings, and beliefs influence our trust in what someone says.

    Mehrabian suggests words only account for seven percent of a message’s impact; tone of voice makes up 38 percent, and body language–including facial expressions–account for the other 55 percent. The consequence of this for our students is that it’s sometimes not so important what they are saying as how they are saying it.

    Another way of looking at this nonverbal communication is in terms of The Three Cs: context, clusters, and congruence.

    Context is about the environment in which communication takes place, any existing relationship between the speakers, and the roles they have. Imagine how each of these factors change if, for example, you met a surgeon at a party compared to meeting the same surgeon in an operating theater where you are about to have your head sawn open.

    Clusters are the sets of body language expressions that together make up a message; smiling while walking toward someone is far different than smiling while carefully backing away.

    Congruence refers to how body language matches–or doesn’t match–a speaker’s words. People saying, “Of course! It’s possible!” while unconsciously shaking their heads from side to side are perhaps being less than truthful.

    How does a culture of communication practices translate to new technologies? Mobile phone texts, just like 19th-century telegraph messages before them, need to be precise in conveying their meaning.

    In virtual meetings (on Teams and Google Hangouts, for example), students need to understand that tone of voice, facial expressions, and body language may be more important than the words they share.

    Politeness as one constant

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    Engaging students with project work

    Role-play can help raise awareness of these strategies among students, but it’s not enough to just take on a variety of roles found in common academic and business exchanges; students need to be able to reflect after each role-play session and infer what strategies are successful.

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    Step 2 Make a 30-second video. Talk about the meal. Describe what you eat and drink. Explain why you like it.

    Step 3 Share your video. Answer questions and get feedback.

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    We want lots of fun in our lessons, with a good balance of activities and games with strong educational value. But in my opinion, today’s young learners need more than just fun and games to stay motivated. Fun and games can quickly become meaningless and boring for some students.

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    • Have a strong relationship with your students. Know about their natural talents, their weaker points and where they are in their development.
    • Encourage them to be active learners and engage them in learning that is meaningful to all of them. E.g. through project work.
    • Provide opportunities for students to use technology and develop success skills. E.g. collaboration, communication, critical thinking, creativity and self-learning.

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    Howard Gardner’s Model of Multiple Intelligences

    prompts us to ask: How is this child intelligent? He identified eight different types of intelligence which guide the way students learn:

    • Verbal-Linguistic Intelligence (Word Smart)
    • Logical-Mathematical Intelligence (Maths Smart)
    • Spatial Intelligence (Picture Smart)
    • Musical Intelligence (Music Smart)
    • Bodily-Kinesthetic Intelligence (Body Smart)
    • Naturalistic-Environmentalist Intelligence (Nature Smart)
    • Interpersonal Intelligence (People Smart)
    • Intrapersonal Intelligence (Self-Smart)
    • (He later went on to identify Existential Intelligence – Life Smart, and Pedagogical Intelligence -Teacher Smart)

    Lesson 1: Outline the student’s learning goals

    Explain to the students that they are going to learn about Howard Gardner’s Model of Multiple Intelligences and that you want them to achieve learning goals on completion of the project. Write the goals on a poster and discuss them with your students. Take a digital photo of the poster to use during the assessment.

    Student learning goals – you will be able to:

    • Identify different intelligences and what they mean. Name eight different intelligences you have
    • Communicate ideas clearly through a project to demonstrate your talents and interests
    • Use your success skills more effectively.

    Tip: Video parts of lesson 1, especially discussion of the learning goals, to use as part-assessment and reflection on completion of the project.

    What do you know about the Multiple Intelligences? How are you smart?

    • Ask children what they know about multiple intelligences. Teach key language and vocabulary as necessary, depending on level.
    • Ask, “What does it mean be intelligent?” (They will probably say, good grades, be good at maths, English, reading, writing, computers...)
    • Tell them being intelligent or smart (get the younger children to repeat the word smart several times) isn’t only about getting good grades. Ask them to think of more ways to be smart.
    • Elicit the eight ways to be smart according to Gardner. (You may need to mime). E.g. mime playing the piano or clap a rhythm to elicit Music Smart.
    • Discuss what the different intelligences mean. (E.g. Word Smart (Linguistic Intelligence): you like reading, writing or speaking, you are probably good at languages…)
    • Teach career vocabulary associated with the different intelligences. (E.g. Word Smart: journalist, teacher, lawyer, editor, TV announcer, web editor.)

    Lesson 2: Find out your smarts quiz

    Tell students they are going to do a quiz to discover how they are smart. Model each stage of the activity and do the quiz with them to find out about your own strengths. Give each student a piece of paper.

    • Take your paper and show the students how to fold it into eight sections, then unfold it and draw lines along the folds to make a grid.
    • Write the different smarts in each section. (Use small handwriting to leave room to illustrate each smart with a picture).
    • Give a picture dictation to illustrate each smart. Here are some examples:

    Word Smart:Draw a dictionary and children reading, writing and speaking.

    Logic/Number Smart: Draw sums on a computer, a scientist with test tube.

    Music Smart: Draw children singing and playing musical instruments.

    Body Smart: Draw children playing a sport, dancing or cooking.

    Nature Smart:Draw trees, animals, insects, child watering a plant.

    Spatial/Picture Smart: Draw children drawing, painting or taking photos and a pilot in a plane.

    People Smart:Draw a child helping or leading a group or a group of children holding hands.

    Self-Smart: Draw children keeping a journal, researching on a computer, or meditating.

    Encourage students to order their smarts from 1-8. For example, if you love music, write number 1 in the Music Smart section and continue to 8 in order of preference. (You may wish to model this first and order your smarts from 1-8 and then encourage the children to order their smarts.)

    After the quiz

    • Encourage students to compare and discuss their results. Collect the papers and make notes about each student’s results. This will help you reach all your students when planning activities.
    • Explain that we have all the intelligences in different degrees and that all of the intelligences are equal (no intelligence is better than another). Also point out that it is important to know our strengths in order to help in all subjects. (E.g. a music smart student who finds maths challenging may want to sing multiplication tables). Remind students that we usually use several intelligences to do something and we can explore and develop all our smarts.

    Tip: Video lesson 2 to use as part of assessment.

    Lesson 3: Beginning the project

    Encourage the students to create a project for enjoyment. Explain that you want them to collaborate in groups that share the same smarts and interests and using their creativity you want them come up with an interesting topic to explore. (Remind students to concentrate on developing their success skills when they are working with others and mention that you will also be monitoring this as part of the assessment).

    Organize the students into groups of no more than five students in each. Give students time to brainstorm in their groups and come up with the best topic for the project, using their critical thinking skills. (E.g. Picture Smart students may decide to create a project about a famous artist, such as Salvador Dali).

    You may wish to give each student a (Know, Want-to-know, and Learned) to complete during the project process, asking questions such as: What do you know? What do you want to know? What have you learned?

    Lesson 4: Planning the project

    Inform students about the timing of the project. Encourage each group to make a project mind map, which will encourage them to be more creative and organized.

    Remind all the groups to keep the following questions in mind:

    • What are you going to do/make? (Presentation, PowerPoint, website, video, posters.)
    • How will you research it? (Internet, tech tools, library.)
    • How will you delegate responsibilities?
    • How will you check that your audience has understood the message of your project? What questions will you ask?

    Decide on how many lessons are needed to prepare the project and how much will be done in school or at home, depending on the age groups and timing.

    Encourage the students to share their work with the rest of the class (or in assembly.)

    Tip: Video the different groups sharing their work.

    Can assessment also be fun and engaging?

    Yes, it can; here are some tips and suggestions.

    • Show the videos you have recorded and ask the students to compare and contrast their knowledge in Lesson 1 and how it developed over the lessons. Encourage them to observe and comment on their success skills.
    • Display the photo of the Student Learning Goals poster from Lesson 1. Get the students to self-assess and decide whether they have achieved the goals that were set in Lesson 1. (You may wish to give the students three small pieces of colored paper: red to represent I understand quite well, orange to represent I understand well and green to represent I understand very well). Ask: Can you identify the different intelligences and say what they mean? Encourage the students to hold up a colored piece of paper according to their understanding. (Make a mental note of all red pieces of paper to be ready to give extra help to those students). Check understanding by getting several students to answer the question.
    • Get the children to reflect on the learning experience. What have they learned about the different intelligences? How can they develop weaker points using their strengths to help them? Can they use all eight intelligences inside and outside school? Did they manage to get along well with their classmates? Did they communicate the message of their project so that the audience understood?
    • Give individual feedback to each student. E.g. congratulate them on their attitude and effort or identify areas for improvement: “You managed to use vocabulary and language effectively when you shared your project, we understood your message perfectly.” Or “You need to work on being more collaborative.” “You weren’t on task during the project.” “How do you think you can improve that?”
    • Ask students to give you feedback on the activities they enjoyed. Get them to draw happy and sad face cards. Go through all the activities and get the students to show a happy or sad face according to whether or not they liked the activity. E.g. say “Did you like the ‘Find out your smarts’ quiz?” and ask them to hold up the happy or sad face depending on whether they liked the activity or not.

    Create fun lessons to engage all your students keeping this model in mind: traditional activities such as short fun activities and games + Howard Gardner’s model of Multiple Intelligences + PBL (Project Based Learning) + success skills + meaningful assessment. Enjoy the results with your students.

    How the Global Scale of English can help

    TheGlobal Scale of English (GSE) Learning Objectives for provides ready-made learning objectives that can help with planning curriculums and lesson and benchmarking learners’ progress. They are great for young learners because they describe language functions in a granular way, enabling educators to give their learners credit for small achievements. They also clearly show the language functions to target next in order to take learners to the next level.