AI for Language Learners by Rich West-Soley; ChatGPT, Bing and more for your languages study

AI for Language Learners – Book Now Available!

September 10, 2023September 10, 20233 Comments

It was a labour of love that happily took up most of my summer, and it’s finally out! I’m very chuffed to announce that my book AI for Language Learners is available on all Amazon stores.

AI for Language Learners

The book is the product of months of tweaking, prodding and experimenting with emerging AI chat platforms. If you’re a Polyglossic regular, you’ll have seen some of those nascent techniques appear on the blog as I’ve developed and used them in my own learning. The blog has been a bedding ground for those first book ideas, and I’m thankful to everyone who has followed along with my own AI journey.

What we’ve come to call AI are, strictly speaking, actually large language models (LLMs). These LLMs arise from billions of words of training material – truly staggering amounts of data. The resulting super-text machines are perfect matches for subjects that benefit from a creative flair with words, and as language learners, wordplay is our currency. The book contains over 50 rich prompts for getting the absolute most out of AI’s impressive capacity for it.

The process has been huge fun. Of course, that’s thanks largely to the often unintentional humour our non-sentient friends ChatGPT, Bing and others. I try to get this across in the book, which has its fair share of lighthearted moments.

I hope you have as many smiles trying the recipes out as I did putting them together!

AI for Language Learners is available on Amazon Kindle (UK £2.99, US $2.99) or in paperback (UK £7.99, US $7.99). Even better: if you’re a Kindle Unlimited member, you can download and read it as part of your subscription.

The Flag of Sweden, the Scandinavian country where Swedish is spoken. Image from Wikipedia.org.

The Great Norwegian – Swedish Mismatch Game

July 2, 2023July 26, 20232 Comments

If you’ve been following my recent posts, you’ll know I’ve embarked upon a new journey of late. It’s a strange, yet also strangely familiar one. I’ve skipped across the Norwegian frontier and am learning Swedish.

Learning a language so closely related to one you already speak is a very particular kind of language learning. Uniquely, you’re not starting from scratch. In fact, you most likely already have a decent degree of passive comprehension, either in reading, listening, or both. It’s what made annual Melfest viewing so much more rewarding, despite never having studied a jot of Swedish formally!

Because of that passive comprehension, though, beginners’ resources are much less useful when you hop across to sibling languages. For one thing, they’re boring; you feel like you already know the basics, as everything is so familiar. Instead of step-by-step textbooks, a better tactic is systematic exposure to higher-level media like podcasts, TV shows and current affairs apps, with a mindful eye on learning the features that distinguish the two languages.

Swedish ≠ NOrwegian in Disguise

Naively, I thought that might be almost entirely tonal, before I started out on my language family hopping. But no – Swedish isn’t just Norwegian with a cutesy accent. There are a lot more vocabulary differences than I’d expected.

Sometimes these are due to borrowing from different sources. Swedish, once the language of an expansive European great power, might have a Middle German loan (like fråga, question) where Norwegian has a North Germanic root (spørsmål). Other times, it’s Swedish that preserves the Norse root (bjuda, invite), while Norwegian has an international interloper (invitere). And then there are times they both go native in different ways (Swedish jämföra and Norwegian sammenligne, to compare).

In any case, my Swedish vocab strategy is to audit the mismatches I find, rather than make a record of all the vocabulary I come across. It’s fascinating watching it come together, like a tale of two siblings who were thick as thieves before going their separate ways. You can see the results so far below, a rather random hotchpotch of items I’ve spotted my recent listening and reading. It’s still early days, and it’s impossible ever to make this exhaustive, of course.

But that said, I hope other double-Scandi learners find it interesting and/or useful!

The Great Norwegian – Swedish Mismatch List

Nouns

🇳🇴	🇸🇪	🇬🇧
en avis	en tidning	a newspaper
en bedrift, et selskap	ett företag, ett bolag	a company
en edderkopp	en spindel	a spider
en flamme	en låga	a flame
en forskjell	en skillnad	a difference
en lommebok	en plånbok	a wallet
lykke, flaks	tur	(good) luck
oppførsel	beteende	behaviour
ei pute	en kudde	a pillow
et samfunn	ett samhälle	a society
en sang	en låt	a song
en sky	ett moln	a cloud
en ting	en sak	a thing
en ulv	en varg	a wolf
en utfordring	en utmaning	a challenge

Verbs

🇳🇴	🇸🇪	🇬🇧
bruke	använda	use
finde	hitta	find
fortelle	berätta	tell
invitere	bjuda	invite
like	gilla, tycker om	like
pleie å gjøre	bruka göra	to usually do
sammenligne	jämföra	compare
snakke	prata, tala	speak, talk
spise	äta	eat
stole på	lita på	rely on
unngå	undvika	avoid

Other

🇳🇴	🇸🇪	🇬🇧
alle	allihop	everyone
cirka	ungefær	approximately, about
den eneste	den enda	the only one
en om gangen	en i taget	one at a time
en slags …	en sorters …	a kind of …
fordi	eftersom, för att	because
… igjen	… kvar	… left (over)
klar	redo	ready
nettopp (gjort)	precis (gjort)	just (done)
nå for tiden	numera	these days
selvsagt, åpenbart	självklart	obviously
skuffet	besviken	disappointed

Are there any biggies you’d add to this nascent list? Please share in the comments!

Using Bing's AI chat to play a word association game in French.

AI Chat Prompts for Language Learning Practice

June 25, 2023July 9, 20233 Comments

As AI becomes more and more a fixture of daily life, it’s not surprising to see it sneaking gradually into the language learning setting. The list of AI-infused apps is growing daily: premium chatbots, word games and other practice tools that are taking app stores by storm.

But before you shell out the cash, be reassured that you don’t need to spend a penny to bring the magic of AI to your own routine. You can achieve exactly the same, routine-transforming effects with a few handy prompts and free-to-access AI platforms.

AI for Free

There is an impressive and ever-growing array of AI chatbots to experiment with, some free, some premium. The difference, largely, is in the amount of environment setup that has already been done in premium apps. This is often just a case of configuring the AI to play a certain role, or act in a certain way. But here’s the secret:

You can do this easily yourself, with no development skills required.

It’s simply a case of good prompting. Tell it, in simple, natural English, the rules of the activities you want to run. Define the way you want it to respond to you. Give it a role to play. And state your limits and boundaries. Get a handle on prompting effectively, and popular, free platforms will more than suffice.

The biggie, of course, is ChatGPT, which has a solid free tier for general use. Google have also joined the game with the commendable Bard, which is definitely worth a look. That said, since Microsoft released their new AI-powered Bing chat mode, I’ve been using that more and more. It has an excellent Creative Mode preset, which gives it more unpredictable, humanlike responses. Just bear in mind that Bing currently limits the conversation to a 30-interaction maximum.

The following examples use French and Swedish to show how I’ve been using it to support my own language practice. Just swap in your own target language as required!

Word Games

The simplest kind of game to set up is good old basic word play. The following prompt sets up a turn-based alphabet game, which challenges your vocab recall:

Let’s play a word game in French. We have to go through the alphabet in turns, stating a verb that begins with each letter, plus a short sentence using that verb in context. Let’s play!

One of the best things about using AI for these kinds of language games is the capacity for on-the-fly correction and feedback; it can sometimes appear almost human. Below, I started cheating by inventing words, but Bing was far too clever to be caught out!

Playing a language learning word game – and trying to cheat – with Microsoft Bing’s AI-powered chat mode.

Another fun vocab item practice mode is word association. The following prompt sets up a game where the meaning of each turn’s word must be related to the last. If the bot considers the link too tenuous, you lose the game:

Let’s play a word association game in French. You kick us off with a random noun. We then take it in turns to give a word which is somehow related in meaning to the last. If the link is too tenuous, the player loses. Shall we play?

It’s a great way to recycle vocabulary. You might need to play with the prompt to make your AI teacher a little less strict, though. Mine ended up with a bit of a mean streak. Very harsh!

Bing AI being VERY harsh on me in a word association game.

Story Games (with Tutor Mode!)

When you’re ready to take it beyond words, AI is ready for you. One of the most amusing ways to practise with full sentences is storytelling. Try this prompt for a narrative whirl:

Let’s play a turn-based storytelling game to help me practise my French. We build a story by taking it in turns to add a sentence each time. Please keep the language level to about A2, and tell me about any mistakes I make as we go along. The story should be set in the present day. You start us off!

Note the specification of a language level, as well as the instruction to correct your mistakes as you go. It makes the AI response so rich and helpful that it really is a gift to learn from. To tailor it further, try adding instructions about which tenses to use (narrative present or past?), and even vocabulary topics to crowbar in.

Role-play

Ai chat can prepare you for real-world chat, too. Setting up a foreign language role-play is as simple as describing the situation in as much detail as you like:

Let’s do some role-play to help me practise my French! You play a friendly waiter in a Paris café, and I am a customer. I enter the café and you come over to take my order. You realise I’m learning French and so give me very simple descriptions of all the dishes. But you keep mishearing me, so I have to repeatedly rephrase what I ask for.

This can be as straight-laced or as silly as you like. Sometimes, it’s a case of the crazier, the better. There’s nothing like a bit of silliness to increase engagement and recall.

You can even target the chat more by priming the AI with the actual vocabulary items you want to lever in. It’s a great way to recycle words over and over again:

I want to practise talking in Swedish about family. Imagine you’re a friend of mine and we’re having a chat about our families. Keep the language level to about A2 on the CEFR language scale, and using the following words as much as possible: mamma, pappa, bror, syster, vänner, snäll, vänlig, lita på, besöka

Whether you’re new to AI, or just beginning to experiment with it yourself, I hope these sample prompts give you some useful, fun practice ideas. Do you have any good ones to add to the list? Let us know in the comments!

The French flag flying in front of a town hall. Parlez-vous français ou anglais?

Désolé, je suis anglais…

June 11, 2023June 11, 2023Leave a comment

Désolé, je ne comprends pas, je suis anglais…

Words of shame from any self-identifying polyglot. Nonetheless, I found myself stuttering them out in a crammed Paris branch of fnac on a Saturday afternoon, befuddled and bewildered by a particularly opaque queuing system. A harassed and exhausted assistant had muttered some question that went totally over my head in the mêlée, and flustered, I admitted defeat.

Luckily, a very kind fellow shopper overheard the confusion, and stepped in with a simplified and friendly “carte bancaire?“. The kindness was especially benevolent since my saviour didn’t immediately switch to English – the ultimate polyglot shame. What a considerate way to help, I thought – to support my use of the language, rather than my failure in it.

Un coup anglais

In any case, the breach of flow did bruise my ego a little. That’s despite an insistence that French is my low stakes language, my weak ‘extra’ that I’m happy to just get by in. I shouldn’t really care. But still, why didn’t I reach for support phrases instead, a polite “pardon?” or “répétez-vous, s’il vous plaît“? And most of all, why, blurt out my nationality, as if it were some excuse for not understanding French properly? It’s like the biggest faux pas in the book.

The fact is, when there are multiple distractions in the heat of the moment, brains do struggle. It’s completely normal. We reach for whatever is easiest, whatever bridges the gap most quickly. But, as I’ve said many times, beating yourself up about it is an equally poor language learning strategy. What is a good strategy is spotting when you do err towards self-flagellation, and employing a bit of self-kindness and consideration out ‘in the field’.

Regroup, recharge

So what did I do after this particular stumble?

I found a branch of Paul – an eatery where I know my French will work more than decently – and treated myself, en français, to a coffee and pastry. Basic stuff, but it topped my confidence levels back up, and made me appreciate how situational conditions are as much, if not more, responsible for our missteps as any lack of knowledge.

And, by the time I took my seat at Matt Pokora’s fabulous 20 years concert, I was gallicising with the best of them again. You should have seen me mouthing along to Tombé like a native (or perhaps rather like the reluctant churchgoer struggling to remember the hymns).

It’s appropriate that Matt took his last name from the Polish for humility, and practising that – at least acknowledging that we are all fallible – is no bad thing for a polyglot.

Hotspot for politics: inside the cupola of the German Reichstag in Berlin

The Power of Languages: Using Politics to Engage with Your Target Language

June 4, 2023Leave a comment

Politics isn’t a dirty word! Well, it needn’t be. It might actually be a gateway to both better target language skills, and greater engagement in your target language culture.

I’ve written previously about the passive benefits learners of highly visible political language. The concise, snappy nature of sloganism is just perfect for bite-sized language lessons. But language itself is a potent tool capable of conveying ideas, forging connections, and instigating change. In the realm of politics, language serves as a vehicle to raise awareness, mobilise communities, and advocate for transformative action.

And harnessing that power is an excellent way to participate directly with your target language culture.

Finding a Way In

To get started turning politics into a learning strategy, reaching out to political or activist organisations in your target language countries is an effective first approach. This not only deepens your understanding of the political landscape in those nations, but also allows you to actively contribute to the fight for a better future on your terms.

Here are some valuable resources to kickstart your journey, each of which are mineable for links to your particular country of interest:

Action Network: Discover and join political and activist organisations in your target language country. [https://actionnetwork.org/]
Change.org: Initiate and sign petitions on crucial issues that resonate with you. [https://www.change.org/]
Global Citizen: Take action on global challenges such as poverty, climate change, and human rights. [https://www.globalcitizen.org/en/]
MoveOn.org: Engage in political activism by contacting elected officials and supporting political campaigns. [https://moveon.org/]
350.org: Join the fight against climate change by mobilizing individuals to take meaningful action. [https://350.org/]

Politics and Social Media

Social media platforms also offer excellent opportunities to connect with political or activist organisations in your target language country. Following political accounts – for instance, Senterpartiet in Norway, or Sweden’s SV – can equip you with the vocabulary and structures you need to engage.

It’s also helpful to follow a range of organisations, including those espousing views that might not necessarily overlap with your own. Preparing yourself for both sides of a debate is never a bad idea.

Here are a few steps you can take:

Research: Identify organisations or groups that align with your political interests and goals. Explore their online presence, including their websites and social media profiles, to gain insights into their mission, activities, and values.
Follow and Engage: Follow the organisations’ social media accounts on platforms such as Facebook, Twitter, Instagram, or LinkedIn. Stay updated on their initiatives, campaigns, and events. Engage with their posts by liking, commenting, and sharing to show your support and connect with like-minded individuals.
Direct Messaging: Some organisations may provide contact information or allow direct messaging through their social media profiles. Consider reaching out to express your interest in getting active, ask questions, or seek more information about their work. Be concise, polite, and explain your language learning journey and enthusiasm for their cause.
Hashtags and Communities: Utilise relevant hashtags and join online communities or groups dedicated to political activism or social causes in your target language country. Participate in discussions, share your insights, and connect with individuals who share your passion.
Online Events and Webinars: Many organisations host online events, webinars, or live streams to share knowledge, discuss pressing issues, and engage their audience. Attend these events and actively participate by asking questions or sharing your perspectives. This allows you to connect with both the organisation and fellow participants.

By leveraging social media platforms, you can broaden your network, stay informed, and actively engage with political or activist organisations in your target language country. This digital connection provides a gateway to collaborate, learn, and contribute to meaningful change.

Getting Involved

Once you’ve established contact with political or activist organisations, whether through social media or other means, you can explore various avenues to contribute. Volunteer your time, make donations, or even consider running for a position. By actively participating, you’ll utilise your language skills to make a tangible impact.

Here are a couple of additional tips for connecting with political or activist organisations in your target language country:

Respect the culture: When communicating in another language, it’s vital to show respect for the culture and language of the individuals involved. Use appropriate language forms and be mindful of cultural sensitivities.
Persevere: Finding the right organisation for you may require some time and effort. Don’t be disheartened if you don’t immediately find the perfect fit. Remain persistent, continue your search, and you’ll eventually discover an organisation that aligns with your passions.

With these suggestions, I hope you’re inspired to use and improve your language skills by exploring the politics of your target language countries. Let your linguistic abilities be a force for positive change!

Scandinavian Swapshop : Switching Teams Late in the Game?

May 28, 20232 Comments

I always think Scandinavian languages are like football teams. You pick one and you stick with it.

It was Norwegian that I plucked out of the polyglot hat very early on. Admittedly, as with many of those early language choices, it was my Eurovision favourites that led the way. I positively lapped up Norway’s entries in the 90s, so resolved to learn as much as I possibly could about the country and language (or languages, as I soon found out).

Scandinavian Value for Money

The thing is, with a Scandi lang, you get bang for your buck. First-language speakers of Danish, Norwegian and Swedish grow up with this in mind. They readily understand each other’s languages – to varying degrees – and consume media from each other’s countries with few issues.

As a second-language speaker, you too can gain access to that value for money party to some extent. Learning Norwegian equips you with an ability to read Danish and Swedish with little difficulty, and, I soon found, to follow the gist to the most animated of Melodifestivalen presenters. You can even fake speaking one of the other languages semi-successfully by adjusting your accent and tone. It’s like supporting your team, but nipping over to see a rival team’s games now and again.

But this year, of course, Sweden went and won Eurovision (again). And if there’s anything that makes me want to learn a new language ‘properly’, it’s the thought of visiting a country to attend said Eurovision. How hard can it be, I thought? Norwegian and Swedish are so similar, it’s just a case of tweaking here and there.

Little Difference, Big Difference?

Ohhhh, no. I soon realised that it’s a slippery slope to assume any of the Scandilangs line up with each other perfectly. As I delve into formal Swedish study for the first time, I’m learning how unintentionally hilarious that assumption could be. For instance, the Norwegian word ful can mean clever or sly. Don’t go calling anyone in Sweden that, though. There, it means ugly.

Other mismatches are perhaps less likely to get you into actual trouble, but will still give you away as a blagger, not a speaker. You’ll need to remember that a newspaper is a tidning, not an avis, for example. You don’t like (like) and huske (remember) but rather tycka om and komma ihåg, using phrasal constructions that Swedish seems so much more partial to than Norwegian. And before you cry wolf, be aware that it’s a varg, not an ulv (incidentally, Swedish ditched the latter due to superstition, a fascinating phenomenon known as taboo replacement).

In any case, having a real go at Swedish is opening my eyes to how different the languages are from each other, and challenging the flawed assumption of equivalency. Maybe soon, I’ll be singing along to those Melfest favourites in the original language, and not my best faux Swewegian.

I’m still Team Norway – but might have sneakily bought a Sweden scarf to whip out at the right moment now and again too.

The number one on a post. Striving to be top of a leaderboard isn't the point of learning a language. Image by Ulrik De Wachter, freeimages.com

Going Cold Owl : When It Stops Being About Language

May 21, 20231 Comment

You know I love Duolingo. There’s tons of good about the mass sentence, nonsense sentence, strigine sentence language-learning behemoth.

At least when it is all about the language learning.

Let me set the scene. I’ve had a busy couple of weeks (Eurovision, don’t you know!) and I’ve found it a bit harder to find time for points-amassing lessons. As such, I’ve watched my username slip down the rankings in an owl-induced panic.

Never fear, though. In an effort to shore up my sinking vessel, I’d resorted to some trusty quick ‘n’ easy points winners like the Hindi alphabet sections – reviews you can do in 20 seconds or less for 10 points (or 20 on a double roll). I know all the tricks, me.

All good – right?

The Language – or the Points?

If you’re not lost in the red mist of Duo leagues yourself, you’ll instantly see the problem. It’s become about the points, not the language. As noble a pursuit as Hindi alphabet mastery is, repeated bashing of it is likely not particularly constructive in the long term. Especially since I should be spending time improving my core languages.

So, with some initial FOMO anxiety, I resolved to quietly let go of my leagues and tournaments addiction. Yes, addiction is a strong word… But when it’s a placing in a score table I’m thinking about, rather than the lessons themselves, it seems appropriate.

It helps to know that I’m not alone, either. In my Duo friend updates this week, I spotted that a similarly obsessed friend had been “promoted to the Obsidian League“. Yes, that Obsidian league, the one below the Diamond one that we’d both managed to cling onto for countless months.

If he could let go, then maybe I could, too.

An Almost Break-Up Story

So, while not quite the break-up story this could be (it’s still a brilliant tool when you lead it), I’ll make an effort to use Duo more mindfully from now on. My plea to friends, family, random passers-by, and generally all and sundry is this: if you see me in that zombie-like trance, tapping in stupefaction at my phone, this is your green light to stage an intervention.

Together we’ll wrest control back of that winsome wee owl!

ChatGPT writing a short story in German.

Short Stories… in ChatGPT

February 19, 2023February 20, 2023Leave a comment

It’s no secret – reading fiction is a favourite strategy of polyglot learners. That’s more than simply reading Harry Potter novels in translation. There’s a whole market sector that revolves around non-native short stories, and I’m not alone in enjoying the excellent Short Stories In… or Penguin Parallel Texts series to practise my languages.

But what if we could source those stories on demand… and for free?

Unless you’ve been hiding for the past three months, you’ll know where I’m going with this. ChatGPT, the natural language processor, has already made ripples in the fan fiction arena. And, it turns out, it has a knack for performing the same feat multilingually, and tailored to your exact needs.

The power of it becomes apparent when you ask it to write you a story. Because you can tailor that story precisely to your own interests. Personal interest, of course, is a holy grail with language learning motivation. And ChatGPT is like your own private author, ready to fit original content to exactly what you like.

I started where I started – literally, with languages – and requested a German short story about Eurovision. What else? The results were pretty impressive.

ChatGPT writing a short story in German.

The only thing is, it’s a bit wordy for my (hypothetical) class of German students. So I ask ChatGPT to tailor it to a specific level:

Tailoring the story to a specific level.

Brilliant – we’re getting something we can turn into a learning resource now. But I’d love my students to focus on more descriptive adjectives to improve their writing. Can we turn this into a better model?

Tweaking the output with specific criteria.

Again, ChatGPT turns up the goods! The German is sound, and the story is a fun little read. But what about making this a polyglot resource, parallel resource, so anyone learning more than one language can keep their learning in sync? No problem:

ChatGPT writing a short story in French.

Translation into French.

Impressive. It has no issue with any of what you’d call the mainstream languages. I tried it in all of the languages I have some proficiency in, and it even churns out decent Greek and Polish. I’m not yet fluent enough in Scottish Gaelic to check this properly, but it seemed the only one that was a bit iffy, despite giving it a good go:

A translation into Scottish Gaelic.

Finally, let’s throw in a short summary version we can use as revision materials, or an item description:

A short summary of the story in French.

Obviously, this all comes with the caveat that it needs careful checking before use as an accurate resource. But the initial performance is pretty spectacular, to be honest. As the model is tweaked and improved, it’s not hard to imagine this becoming a cornerstone of personal resource creation for learners of languages, as well as everything else.

The Linguascope Conference 2023 : Inclusivity in Language Teaching

The Duty of Inclusivity : Matching Language to Social Reality

February 5, 2023Leave a comment

This Saturday saw the Linguascope conference, fast becoming a trusty fixture in the language learning calendar. This year’s edition took place at the fabulous Mama Shelter in London, and as always, the event is a nice opportunity for us resource bods to learn from classroom teachers’ experience.

The overarching theme of the 2023 edition was diversity and inclusion. The precept is simple: no student should feel left out by the curriculum, unable to identify themselves in its content. It’s high time. After all, language use in the wild is already changing to reflect that updated social reality, not least in terms of pronoun usage. It follows logically that the teaching of language should mirror how it is being used.

Framing Inclusivity

Sadly, it’s still a topic that is politically charged. The reasons are many, but fundamentally, it seems that societal change triggers defensiveness, and defensive viewpoints are, in turn, prone to becoming entrenched. The fact that the change implicates identity, the hues that define our very existence, doubtlessly plays its part in how emotive it is.

And there were discouraging stories of friction and pushback amongst the conference delegates. Not amongst students, but from parents, guardians, boards, and other staff. It’s easy for us to judge them, but harder – and undoubtedly more compassionate – to understand that fear prevents some from welcoming difference.

But the flip side is the overwhelming positivity in stories of otherwise marginalised students feeling welcome and valid in the shared learning space. Their reactions show that inclusivity is less a political agenda than simply a truer reflection of social realities. What’s more, that heart-opening positivity is double-sided. Unless you live in a box, you will encounter diversity in the real world. Inclusive learning materials prepare us better to meet that with acceptance, tolerance and love, no matter how homogenous our own environments are.

As one wise voice proffered at the conference, inclusivity is not a question of promoting, but simply of representing. That’s the key: being inclusive doesn’t make change, but simply reflects it.

Individual Duty

It’s a topic that raises questions for our own, individual learning too. How welcoming and validating are our target language skills? Is the language we learn representative of diverse ways of being? What social reality is reflected in the resources we used to learn French, German, Spanish? There’s a duty for us to audit our sources, and stay in the loop, to ensure we’re not hanging onto any linguistic fossils.

It’s an issue that came up in a recent Greek lesson of mine. The conversation turned to race, and I came completely unstuck. I realised that I lacked all tools in my target language to talk about race in anything but the most unnuanced, bald terms. In this case, honesty, humility and a good teacher bridged the divide and filled the gap. But it’s even better to preempt the need and do that work in advance.

Linguascope’s inclusivity conference is a reminder to us all to build that into our language learning.

On that note, I’ll end with a link to the excellent inclusivity resources at Twinkl, signposted by the brilliant Sharon Barnes in a very on-point and thoughtful talk. Proof of the heaps of support out there for anyone hoping to make all feel welcome on their learning journey.

ChatGPT for Language Learners

January 1, 2023July 9, 2023Leave a comment

The buzz around AI imaging seems only five minutes ago, yet there’s another brand new tool creating ripples. And this time, it speaks.

ChatGTP is an AI model that processes natural language, making sense of instructions and carrying them out. You could think of it as a kind of ask me anything bot, and it went truly viral at the end of last year thanks to its uncannily human-like language abilities.

Of course, it didn’t take long for the language community to see the potential. The algorithm has already captured the imaginations of teachers, who are using it to great time-saving effect in generating quick and simple lesson plans. No surprise, then, that the polyglot community has followed suit in exploring the new tech’s potential for supporting language learning.

As with all tech, the best way to assess it for yourself is to get your hands dirty. In that spirit, I headed to OpenAI.com’s ChatGPT portal to see for myself what it could do. Note that this might be easier said than done right now; lately, you’re more likely to see the message ChatGPT is at capacity right now as the fellow curious inundate the platform with requests.

ChatGPT for (Language) Beginners

I started off at the place that seemed most fitting: at the beginning. What about some learning tips for a newcomer to a specific language, for a specific purpose? ChatGPT turned out solid phrase lists, and – impressively – not always the most obvious cut-and-paste choices. Accompanying advice was on the whole quite generic, but very sensible and practical:

What I love is the variability; ask the same question twice, and you’re unlikely to get the same answer. There’s always some overlap, but it’s interesting to see how suggestions vary from answer to answer:

Occasionally, you get a bit of extra advice for free, too:

ChatGPT seems really good at making what we might call potted lessons like these, which explains its popularity as a quick lesson plan generator.

Off the Beaten Path

Where it struggles, I found, was when you stray from the mainstream path – presumably, fields where the algorithm finds much scarcer material to work with. For example, Explain how tense works with Modern Hebrew verbs produced a very convincing piece of text that sounded like it came straight from a Routledge Comprehensive Grammar. Unfortunately, the Hebrew itself was an absolute hash, omitting any mention of vowel patterns, and focusing on suffixes, as if Hebrew were a typical Romance language or similar.

The problem, I’m guessing, is a paucity of sources. I’m not sure where it cobbled the points together from, but they seemed like a very bad, rookie guess at how to express tense in Hebrew, based on a very limited set of observations. Perhaps I’m being harsh; experimenting with different question phrasing might have improved things, and I’m impressed enough that it dealt so well with Greek.

It’s early days, though. Development is entering a new stage, backed by some big money, and refinements will come thick and fast. Crucially, the spark is already lit; ChatGPT has captured imaginations, and it already looks like a truly helpful and practical tool is emerging.

Have you taken your first steps with ChatGPT as a language learner? Let us know how you got on in the comments!

Polyglossic