Meta-learning - know your brain (Image from freeimages.com)

How polyglot brains handle cross-language interference

Paranoid polyglots beware. After years of brushing off comments like “don’t you ever get mixed up with all those languages?“, it happened to me recently: I noticed a significant interference from one language to another.

The pernicious pair of languages comprised German, my longest and strongest project, and the not-too-distantly related Norwegian, which I started much later, but also speak reasonably well. The culprit? The word for vegetarian. After years of being perfectly aware that the German translation is “der Vegetarier“, I found myself starting to say “der Vegetarianer” instead. Norwegian shuffles and looks sheepishly at its feet in the corner; the norsk equivalent is “vegetarianer“. Guilty!

Since adding Norwegian to my languages, it seemed I had also added an extra syllable to a German word, too.

This kind of interference is especially common with close sibling and cousin languages. For example, difference can arise when close languages borrow words differently, ending up with mismatched genders for cognates as in this example. Similarly, when I first attempted to speak Polish, the interference from my similarly Slavic Russian was inescapable.

Evidently, polyglots are regularly learning material that lends itself to cross-confusion and interference. But we often worry about it, or characterise it as some kind of failure of method, when there is good reason not to.

Bilingual brains

Firstly, interference is a wholly normal feature of using more than one language regularly. Research into bilinguals reveals that even two native languages are not immune from interference.

But more importantly, cognitive linguists studying bilingual subjects have illuminated some of the brain processes that monitor and catch such slip-ups, and, crucially, learn from them. Now, polyglot language learners are not quite analogue with bilinguals. But these conclusions go some way to explaining processes that affect us all, and more practically, reassure the paranoid polyglot.

Our inner sentinel

The key topic of interest in cognitive psychology here is conflict monitoring theory. This approach to understanding thought probes what happens in the brain when errors creep into our conscious stream. One particular structure, the anterior cingulate cortex (ACC), appears to be our inner sentinel, monitoring activity and sounding the alarm when “competing representations” come into focus.

Interference is monitored by the anterior cingulate cortex.

The location of the anterior cingulate cortex in the brain. Image via Wikipedia.

Note that it is our own brains doing the detection. We know, on some level, that we have made a mistake. That in itself should be sweet reassurance to the worried learner. Our brains are simply not constructed to rattle off mistakes without recourse to self-correction. If you are familiar with the material, interference will always ring bells.

However, the anterior cingulate cortex appears to do its work beneath the level of conscious control. We are not even aware of it, save for the mental jolt we get when we realise something was amiss. That neatly explains that familiar niggling feeling when something questionable leaves our mouths!

Intuiting interference – some strategies

In fact, the research goes beyond plain reassurance. One study of bilinguals concluded that regular language switching will increase error detection. That will be music to the ears of polyglots pondering the sense of studying more than one language at once. It suggests a strategy for success: cycling through your languages regularly, rather than focusing on one at a time. This chop-and-change approach may help keep your ACC sentinel fired up to ambush errors.

Some platforms such as Duolingo are perfect for switching to and fro between active languages like this. It was using this very resource that I noticed my own Vegetarier-vegetarianer interference slip above. The site’s multichoice flavour of questioning in particular is a great way to flex the brain in terms of conflict monitoring and error correction. Faced with one correct response and two – often subtly – incorrect ones (often cheekily bearing a resemblance to another red herring language), those mental circuits receive a proper taxing.

Finally, let’s not forget regular speaking practice using online services like iTalki, too. Once, I would fret at the potential confusion from practising three or four different languages in a week. As it turns out, that could be just what we all need.

And those pesky Russian interferences in my Polish? Well, after a bunch of lessons, and a fair bit of forehead-slapping and self-chastising, they have thankfully vanished. Like my interference errors, yours will struggle to escape the watchful eye of your anterior cingulate cortex in the end, too.

The take-home message? Don’t fret too much about interference, and revel in your multiple languages. Your anterior cingulate cortex has your back!

 

Streamers

I Get So Emotional, Bébé : Using Positive Emotion to Improve Vocabulary Recall

That positive emotion enhances learning seems intuitive to us. How much more do we learn feeling motivated and wired, compared to those times we try to cram when feeling flat and uninspired?

Unsurprisingly, there is a heap of research that backs up the intuition. Some investigations, such as this 2017 paper, focus on the exact mechanism operating between emotion and memory. A key factor in enhanced learning, and later recall, appears to be the way positive, heightened emotion focuses the attention tightly on the stimulus – our learning material. The brain attaches a greater salience to the stimulus, encoding the information for readier recall later.

The importance of these “focal enhancements” of emotion on memory has spawned rafts of scientific papers on the subject. Classroom educators are already working these findings into their practice.

So how can it help us language learners?

Once more, with feeling

Firstly, creating happy thoughts at the point of initial memorisation is not always the easiest place to start happying up your learning. It is rather impractical to set up all-singing, all-dancing scenarios during your systematic vocabulary work. Regular, planned drilling with tools like Anki will always be a rather straightforward and plain – though invaluable – technique.

But you can plan to use new material in a way that associates material with a positive emotional response later. This takes a little forward-thinking, and involves setting up occasions where language use triggers smile momentsthose socially rewarding, oxytocin-bound interactions that feed our social reward circuits and give us warm, fuzzy feelings. Precisely those feelings are the ones to give our words and phrases salience within the recording brain.

If you have face-to-face lessons, for example, is there a humorous or colloquial phrase using new vocabulary that you can roll off to your tutor? Quotation archive sites are great to search for these. Similarly, could you Google a joke or pun using some of your recent word additions, and reel it off to your captive audience?

Making a conversation partner smile or laugh with an unexpected aphorism is a wonderful way to unleash that elusive burst of pride / surprise / joy. Chances are that you will recall the associated words or phrases much more readily than otherwise. You will have tied the material to the lived experience of positive feedback.

Anticipated emotion

Setting the scene for future reward leads us to another key link between emotion and learning: anticipation. Looking forward to the fruits of your mental labour is an extremely powerful motivator. Just the expectation of feedback is enough to increase engagement and focus – and through that, memory. For example, one particular research paper concludes that simply anticipating speedy feedback sufficed to increase performance.

The easiest practical lesson to take from this is that we need something to look forward to when learning. Working with a tutor who supplies constructive, regular feedback is one route. But even as a lone learner, there are some simple ways to build anticipation into your positive feedback loop.

Informal test-based feedback, for example, is available in all sorts of languages online. This German self-test on the Goethe Institute site is a great example. On the other hand, if you like your feedback more formalised, cultural institutes frequently offer official exams of proficiency. Many lone learners work towards gaining accreditation such as the Bergenstest in Norwegian, or the JLPT in Japanese. The anticipation of getting solid results can drive a learner forward, especially in the absence of direct teacher or peer feedback. Failing that, even the goal of doing well on a competitive platform like Duolingo can inspire a positive buzz.

Returning to our gregarious friend oxytocin, social anticipation can be the warmest and fuzziest kind. Using your languages socially need not mean a fully-fledged trip abroad, of course. Any kind of interaction, be it at a local language café group, with native speakers at work, or just fellow learners, can be the emotional carrot to your language learning donkey.

Clowning around

Of course, humour is something that works particularly well in these social settings. Getting a laugh from creative, or – let’s joyfully admit it – silly use of language, can be a nice way to make vocabulary stick, too.

The proof of this is written all over the internet, and it starts with Duolingo. The behemoth of online language learning resources famously uses comedic sentences throughout its language modelling. People who find something funny want to talk about it, naturally. And Duolingo users have turned to one particular feed (forgive the name) to share their favourite eccentricities of the platform.

The moral of the tale? Use inane, ridiculous, silly language to practise. Be a clown. Talk about it. Share it with fellow learners and subject your wider family and friends to it. Laugh – and remember.

 

The joy of teaching

Finally, it is hard to underestimate one joy close to the hearts of linguaphiles: the joy of teaching. The fact that teaching others helps our own learning is well documented. But that thrill of seeing something click for someone else plays right along with the positive emotion game.

Bust this myth before you start: you do not have to be an expert to teach something. You just need a bit of knowledge you can share with someone else. If you have a learning buddy, or compliant family member or friend, share with them your most recent observations about your target language. Make your explanation as interesting and illuminating as possible – and enjoy the click when it happens. Remembering the moment you taught the material to another person will be a superb hook to remember the material itself.

Little and often

As the examples show, working positive emotion into your learning routine does not mean maintaining constant jollity. Emotional content need not be dramatic or earth-shattering. In fact, it should not be so. The same research suggests that strong, negative emotional states like stress can have the opposite effect.

What’s more, we clearly cannot sustain an environment of constant emotional excitement. Even if that were possible, it would be counter-productive. Our brains are not so easily tricked. It would simply become our new ‘normal’, and all the salience benefits lost.

Instead, the methods outlined above are some routes to routinely and subtly get happy with your language learning and practice. Stay positive, stay connected, and enjoy all those motivation and memory benefits!

 

Real-life language can be unpredictable, like this tangle of colourful liquorice sweeties!

Preparing for the unpredictable – developing flexible language thinking

We’ve all been there. You’ve learnt the tenses. Have the vocab down pat. You have a head full of model questions and answers. You are totally ready for to be unleashed onto the target language streets. But – agh – what was that answer that came back at you? What was that word again, and why can’t you remember it now? And why is this so much harder than when you were learning it? Conversation so often doesn’t stick to the script, and we can be totally thrown by the responses to your perfectly practised communication attempts. Real life is just so darn unpredictable!

Well, rest assured that it isn’t just you. There is a psychological phenomenon dubbed ‘context reinstatement’ that explains just what on Earth is going on. It’s a fancy name for something many of us intuitively know anyway – that being perfect in a learn-and-drill situation does not prepare you for the unpredictability of real life.

Underwater understanding

Classic memory research by Godden and Baddeley shows how we find retrieval easier when the context is the same as the original learning environment. The psychologist duo split their subjects into two groups. One group learnt a list of 40 words underwater, and the other group learnt them on the beach. Then, they tested each participant’s recall of the words in either the same, or the alternative environment.

The result? On average, subjects remembered 40% more when tested in the same environment that learning took place in.

The lesson from this is not – disappointingly – that we should all buy scuba gear and go and learn languages in the water. Rather, we can assume that vocabulary and structures will be easier to recall in a classroom if they were first learnt in a classroom. The familiar surroundings contain lots of cues, networked to those original memories, that help them bubble up to the surface. This explains why you may perform brilliantly in a vocab test in class, but struggle to find a word in a shop or restaurant in your target language country.

Context – a blessing and a curse

Superficially, the effect of context on recall can sometimes be a useful tool. If you want to improve recall, then you can attempt to recreate the environment where you first learnt the material. Taking a French/German/Spanish exam? Then take in some familiar objects, like your favourite pencil case or pen. Maybe sit in the same desk for class tests, or even wear the same clothes. There really is some psycho-science behind having ‘lucky’ clothes in this case!

The trouble with extending these techniques is the impracticality, or often, sheer impossibility of them in real life. In reality, we have very little control over scenarios where we want to speak a foreign language! Language happens anywhere and everywhere – by its nature, it is unpredictable.

Training for the unpredictable

So, how can you prepare yourself for, literally, anything that could happen in a target language situation? First off, nobody will be able to do that. That is half the fun and excitement of speaking foreign languages – it’s a rollercoaster ride of social surprises. But you can increase your chances of coping well with that. The trick is to promote flexible, rather than fixed thinking in your learning routines.

Vary your study settings

There is a common study tip based on busting the context-dependency of Godden and Baddeley’s experiment. It is, quite simply, to vary the environment that you learn in. In theory, this prevents specific language memories from becoming too attached to elements that won’t be present in the field.

You can extend this idea of  ‘environment’ to the whole ecosystem you use to learn – the apps, websites and materials that you form your learning materials. Find yourself exclusively using Duolingo to practise languages? Then give Anki a try, and build some custom vocabulary lists. Only using fixed listening material from language courses? Then maybe it’s time to try some podcasts. Take the predictability out of your learning, and you may increase your ability to cope with it in the real world.

Fluid notes

It’s also worth addressing how you keep your phrase lists, crib notes and vocab records, too. A rigid, fixed, linear structure to memorising dialogues, for example, leaves little room for digression in actual conversations. A static list of ten words that you learn in order will, likewise, not really promote flexible use in the day-to-day.

Instead, think about creating frameworks for your vocabulary instead. Rather than complete sentences, learn structures that you can fit many different words into, depending on the situation. I should have…I’ve already … and so on – frames you can grab and fill in your head on the go.

Recycling material in different ways is key here, too. Maybe learning discrete lists of ten words is an effective memorisation technique for you. Stick with that if so, but introduce some variety to the way you practise them. Run through the words in a different order – maybe using a flashcard app like Anki – and challenge yourself to make different, even whacky, sentences with them each time you revise. Mix it up – make sure that no learning session is the same.

Speaking is supreme

Finally, books and static materials will never suffice for training for the unpredictable. Even the immersive, language-in-situ nature of podcasts won’t mimic the two-way dynamic of real-life conversation.

For that end, the old adage always applies: speaking is supreme in language learning. I’ve recently rediscovered the joy of iTalki for face-to-face language practise. I’ve been finding lots of extra time for regular Skype lessons, simply to chat with a real person. It can be hard, and it’s natural to feel an aversion to difficult things and hide from them. But if you stick at it, you’ll reap the confidence rewards of coping better and better with natural language.

Embrace the unpredictable

Human beings are creatures of habit, and love routine. That’s why these techniques might sometimes feel so hard to adopt, even though they seem like common sense. It can be disconcerting to mix up your learning approaches ceaselessly, or throw yourself into environments where you are tested on the spot. But in the long run, you’ll thank yourself for it. Embrace change and variety, and become a more dynamic linguist for it!

Dogs dressed as clowns

Be a clown! How playing the fool makes you a better linguist

Can I tell you my guilty secret? I love making a fool of myself.

Before any of my friends and family organise an intervention to curb these masochistic tendencies,  I should qualify that: I love playing the fool when it comes to foreign languages, and I think a touch of the clown is an essential part of being a successful linguist.

It wasn’t always like this. In the not-so-distant past, I’d agonise over enunciating my foreign phrases so perfectly, so seriously, that I’d reduce myself to a stuttering, gibbering wreck by the time I was standing in front of a native speaker. I’d convince myself that grammatical correctness was a deeply serious business, and I’d risk ridicule if I got just one of my endings wrong. I was passionate about languages – surely that meant they were a matter of extreme gravity!

In fact, the opposite was true – by hyper-focussing on being right, I was taking the whole business of communication – the ultimate goal of language learning – to a really unhelpful extreme. Needless to say, it turned me into that paradox of the linguist who was terrible at speaking.

The turning point

It took a pretty embarrassing incident to change all that (and I’m thankful for it!). Spending a year abroad in Austria as part of my degree, I had the chance to entertain neighbours at my place. It was all a bit short notice, and I’d barely had chance to tidy up when they knocked on the door. “Come in!” I started, in German, “but I’m really sorry about all the diarrhoea everywhere!

Yes, I honestly said that.

It wasn’t planned, of course, and – mortifyingly – nobody said a word, until a friend (stifling laughter) explained what I’d said after the event. It certainly explained the sidewards glances and smiles, which I’d put down to my not-so-Austrian accent. I felt such a fool!

Laugh at yourself

It could have gone both ways, that incident. On the one hand, I was horrified at my mistake (somehow, who knows how, mixing up Durcheinander – mess – and Durchfall – diarrhoea). I could have thrown in the towel there and then, and been put off the language for life. On the other hand, it was genuinely pretty funny – it certainly made my friend laugh, and me too, once the horror had subsided! And it underscored for me the importance of silliness in language learning.

For one thing, I will never forget those two words. Ever! I mean, how could I? The whole tragic story is etched, indelibly, excruciatingly, into my memory.  But it also makes me laugh, to this day, and those happy, daft feelings are more than just the warm fuzz of nostalgia. There is lots of evidence to suggest that happy memories are ones that last longer. A wealth of psychological studies attest this Fading Affect Bias (FAB – great acronym), which seems to be one of the core drivers behind fun and play-based learning. When you fool about and have a laugh with language, it simply sticks longer. It’s one of the reasons that techniques like Linkword work so well, too.

The name of the game

Language teachers know this only too well. As a former classroom teacher and friend to many more, I can honestly say that we’re the most open bunch to in-school silliness. The language classroom is perhaps the most game-based and fun of them all (I’m biased, I know!).

However, it’s something we could all carry into our own individual learning too, at whatever age. I work in a multilingual office for part of the week, and it would be a crime not to take advantage of that as a linguaphile. It would be too easy to approach that in a very straight-laced way, and try to engage colleagues in formalised chit-chat (poor them, I’m sure you’re thinking!).

But it’s much more fun – and a heap less stressful – to have a bit of a laugh, say some silly things to practise your latest vocab, and make people smile and laugh. It’s clowning around, but it’s creating those fuzzy feelings around language learning that will make you want to carry on. I don’t expect to ever say “I need a sheep” in Polish, like I did the other day (you had to be there, I think), but I’ll definitely not forget the Polish for “I need…” after having a chuckle over it!

(Don’t) pity the fool

The crux of all this is simple: bring some uninhibited joy back into your language learning. When the time comes, you can play it straight. While you’re learning, though, clown around with words. Make happy language memories. Be a big kid. Play. Be silly and make people laugh – after all, the world’s a better place for it.

A duck on a riverbank

Papping your horn at Greek ducks

I’m sitting here imagining a duck in the middle of a big Greek road, as we drive ever closer towards it in our hire car. “It’s not moving!” I shout, panicked. “Quick! Pap ya horn and scare it out of the way!”

No, I haven’t gone mad, and it isn’t some strange nightmare. It’s an example of keyword vocabulary learning, popularised from the 1980s onwards by Michael Gruneberg and his Linkword system. It’s the reason I haven’t forgotten the Greek word for duck – πάπια (papya) – since I learnt it from one of his books in the late 90s.

The idea is simple. You find a word or phrase in your native language, which sounds similar to the foreign vocabulary item you’re learning. You then build a vivid mental scenario, including both the native and the target language word, like my duck example above, and spend some moments visualising it to create a strong association. If you use it for several languages, you might like to add a ‘cultural marker’ too, like setting the scene on a Greek road in my example – it helps to avoid polyglot confusion!

Do be daft

A good rule of thumb is the sillier the better, and this is for quite sound psychological reasons; memory researchers refer to salience as the degree to which certain information stands out in the mind, facilitating learning, and daft yarns like “pap ya horn at the duck in the road” fit the bill (pun intended) quite nicely. For a bit of added razzmatazz, you could try sketching out some of your funnier scenes, too, either digitally or the old-fashioned way. Anything goes to make them more memorable!

I’ve personally had a lot of personal success at vocab learning using this method (maybe because I have a slightly madcap imagination – it helps). What’s more, I’ve recommended it to family and friend, many of whom place themselves in the “but I’m no good at languages!” camp, and they’ve been impressed at how well it helps them remember, too.

Nonetheless, the technique hasn’t gained universal acceptance, and is certainly not particularly visible in formalised language teaching, such as the modern foreign language classroom. This is despite some promising results in studies such as this one from a UK school in 2002, which found that student progressed more quickly than expected when using Linkword courses as part of their language studies. In fact, Gruneberg and others have sometimes felt it necessary to defend the approach, for example, in this article from the Language Learning Journal (Aug 2007). From being quite common sights on bookshop shelves some years ago, you won’t find the original books on sale any more (although a range of apps is available on the website), making the approach a bit of a forgotten gem.

One tool amongst many

The issue is, as with all language learning techniques, that it’s not a complete system, but rather another useful tool in the array that you’ll need to learn a language. Brilliant at building stuck-fast vocabulary memories, there are a couple of obvious drawbacks:

  • It doesn’t lend itself well to grammar learning (although you can use it to learn some sentence-building items, such as conjugated verbs like ‘is’, for example)
  • It depends on finding good sound analogues in the native language to work – for instance, can you think of a good English keyword to build into a story for the Polish word zwycięstwo (victory)?

Nonetheless, I’m still convinced that this is a great way to build a modest vocabulary when you begin a new foreign language, supplementing the rest of your learning. Those memories I formed back in the late 90s are still holding fast!

Combine moves to power up!

What I like to do is combine it with our firm favourite flashcard software, Anki, for a double whammy. You can add a custom field to your language note types – I like to add a ‘Hint’ field, which will contain a brief ‘silly story’ to help me remember the word. You can then make this field visible in your test cards, so you get a reminder of the association every time it pops up:

Anki screenshot showing custom fields in a user-defined note type

Anki screenshot showing custom fields in a user-defined note type

Anki screenshot showing a test card with a custom field added

Anki screenshot showing a test card with a custom field added

There’s a decent YouTube tutorial on doing the above at this link. You can also see more about how and why I style my Anki cards in this earlier post.

So, if you’ve not come across keyword vocab learning techniques before, give them a go; they may just be the hook that you need to remember your first few hundred words in a new language. And a bit of silliness is always welcome!