Triangulation - a polyglot approach to language learning. Image by Nils Thingvall, FreeImages.com

Everyday Triangulation : Three Sides to Every Language Story

A study colleague popped up in our group forum this week, sharing an interesting resource. It was a set of quiz flashcards for the current term’s Swahili vocabulary. But it came with a triangulation twist. It was a Swahili-Spanish set, rather than Swahili-English.

Triangulation – learning one of your foreign languages through another, rather than your first – is nothing new, of course. A beloved technique of polyglotters, it can be an easy, quick-win strategy to learn and maintain / strengthen skills at the same time. Many readily available resources support it, too. Both Duolingo and Glossika have options for learning via a different base language.

The assumption is often that it works best with quite different language pairs, like my colleague’s Swahili-Spanish set. There is certainly a logic to this, as some might expect possible counter-interference with closely related languages. I’ve certainly got some good use out of Langenscheidt’s Polish course for German speakers (a slightly more updated version of my ancient copy is available here!).

Close Triangulation

That said, triangulating with close language pairs does come with a unique advantage. Namely, it shines a bright light on false friends and misleading pairs, which might otherwise remain invisible if English is the medium to learn both.

Take Norwegian and Icelandic, for example. There is an apparent cognate in Icelandic líka and Norwegian like. However, they mean different things: also and alike respectively. If you learn both languages via English, the two will never come into contact with other (at least in your mind), and that discrepancy will remain in the dark. Well, at least until you confuse them in conversation with a native speaker (yes: guilty!).

However, if you create a set of learning resources in Icelandic and Norwegian that makes explicit this (dis)connection, you have a head start.

The same happens with words that are cognates, but slightly overlap in usage. For instance, Icelandic and Norwegian have the cognates sem and som. These can both be used as relative pronouns (the dog that I saw, the doctor that treated me and so on). However, Norwegian som can also be used for the comparing like, as in noen som ham (someone like him). In Icelandic, that doesn’t work at all. Instead, you have to use the term eins og, giving us einhvern eins og hann for the same phrase. It’s exceptionally tricky to learn that distinction if you learn Icelandic and Norwegian through English, but separately from each other.

Triangulating Existing Resources

Great, if you are just starting out, you might say. But what if you are already halfway down the road? By the time I realised the benefit of triangulating Iceland and Norwegian, I already had a ton of English-based Anki flashcards in separate decks for each one. Starting a third set for Icelandic-Norwegian was a less than fun prospect. It felt like treading the same ground all over again.

Tech tools to the rescue, though. There are some clever tricks you can play with your existing data sets to create triangulated versions without starting over. This export / collation technique using Anki and Excel, for example, produces a merged list than can then, in turn, be used to create a fresh Anki deck.

Aside from that, auditing via Excel is a great way to check what you know in one of your languages but not the other.

 

Cross-referencing vocabulary in Excel after some tidying is applied with IFERROR.

Excel for Polyglots: Comparative audits to keep languages in sync

Duolingo, Memrise, Anki, Microsoft Excel. Huh, wait – Excel? How is that a language learning app?

Well, the Office software has some handy features that just happen to be right up our street as language learners. Namely, the ability to curate and administer lists in table form. And it just happens that this can be particularly useful if you learn more than one language.

One source of frustration as a polyglot learner is the discrepancy of vocabulary level between languages. This can be most obvious with fairly close language pairs. For instance, when practising Icelandic, I often realise that I know a term in Norwegian – but not the language I am trying to speak.

So how best to address these discrepancies?

Language auditing

Getting into the habit of performing a regular language audit, such a revisiting beginner materials is a good strategy for any learner. But one particularly powerful method for multi-language learners is the comparative audit.

In short, a comparative audit is simply taking stock of which words you know in one language, but not the other.

At the very early stages of learning a language, this can be as easy as scanning down a list. But when you get to the point of having hundreds and hundreds of words in your vocab store, the task is mammoth.

Enter Excel, data wizard!

Microsoft Excel and VLOOKUP

Most of us will have used Excel or another spreadsheet program at some point. But like me, you might not have gone beyond basic numerical information and a few simple sum functions.

It turns out that Excel is pretty good at handling textual data too. Are you thinking what I’m thinking? Yes, vocabulary lists! And it has a special function, VLOOKUP, which allows you to compare data between two tables. Sounds just perfect for our comparative audit.

Here’s how to enlist Excel to your polyglot cause in a few simple(-ish) steps.

Step 1: Port your data into Excel

First things first – you have to get your vocabulary data into Excel. The easiest way is to export from your program of choice as a CSV (comma-separated values) or tab-delimited text file. If you use Anki, this is as easy as heading to File > Export and selecting ‘Notes in Plain Text (*.txt).

Ensure that you only export the basic data and no media or tags. Ideally, you should just be exporting a word and definition / translation field. My Norwegian and Icelandic decks, for example, are populated by vocab notes with an English and Target Language field.

Export a separate file for each of the two languages you want to compare. In my case, I end up with two files, norwegian.txt and icelandic.txt.

Exporting data from Anki

Exporting data from Anki

Step 2: Import your vocab into Excel

In Microsoft Excel, create a fresh spreadsheet document, and head to File > Import. Select Text File, hit Import and locate your first exported vocabulary file from above. To preserve accented characters in our Anki list, select Unicode (UTF-8) as the File origin.

Importing vocabulary into Excel

Importing vocabulary into Excel – note that ‘Unicode (UTF-8)’ has been selected as the file origin to make sure accented characters are handled correctly.

Create a second sheet in the same document, and import your other list of vocabulary into that. You should now have a two-sheet spreadsheet document, each sheet showing a list of words in a different language. For clarity, make sure you name your sheets too. Simply double-click on the tab titles “Sheet 1” etc. to do that.

Step 3: Format your lists as tables

In each sheet, click and drag across the table to select your whole vocabulary list as a block. Now, click Format as Table in the Home section of the function ribbon / toolbar. It doesn’t really matter which style you use – I choose the colour I like best!

Once that’s done, change the new column headers to something more meaningful than the default values. I use English and Norwegian in my example below. One caveat – you need to have a column with the same title in both your tables for the VLOOKUP trick to work. Here, English will be my common column between Norwegian and Icelandic.

Vocabulary data formatted as a table in Microsoft Excel

My Norwegian vocabulary data formatted as a table in Microsoft Excel

Now, instantly, these is already more useful to us than static lists. Formatting as a table means you can use the column heading drop-downs to sort and filter your entries. Try it – sort alphabetically on the target language column. You’ve turned your data into a nifty dictionary! Not our primary goal, but a nice trick on the way.

Before we go on, it’s a good idea to name our tables so they are easy to refer to later. To do this, click anywhere in your table, then switch to the Table tab in the ribbon / toolbar. The simpler, the better – below, I just call mine Icelandic.

Naming a table in Excel

Naming a table in Excel

But now it’s the turn of our star, VLOOKUP. This is where the real magic happens.

Step 4: Adding a comparative column

Click on the target language column header of your second table and copy it (CTRL + C). Now, go to your first table, select the cell next to the target language column header (C1 in my example), and paste (CTRL + V). It should add a blank new column within that table. Let’s fill it up!

In the first cell under that new column header, we type in our VLOOKUP formula. This will depend on what you have named your tables and sheets, but mine looks like this:

=VLOOKUP([@English], Icelandic, 2, 0)

Let’s dissect that just now. The first item in the brackets is the column of the first table we’ll use at the lookup – the English entry. The second item, Icelandic, is the table we’ll look for a value in. Remember, we named that table a little earlier. The third item, 2, is the column number we’ll look for that item in, which is the target language column of the Icelandic table. Finally the fourth value, 0, is a flag to Excel that we want exact matches only.

If that boggles, simply start typing =VLOOKUP( in the cell. That calls up Excel’s formula hints and point-and-click formula building, which should help you tie things together accurately.

After doing that, something special happens – suddenly, the whole column is filled with entries. If the English term was found in the Icelandic table, the corresponding Icelandic word is pulled in. If not, we simply get #N/A.

A quick note if that doesn’t work immediately: check that the data type of the cells in that third column are set to format as General, not Text.

A cross-referencing table in Excel using VLOOKUP

Our first step in creating a cross-referencing table in Excel using VLOOKUP.

Not very tidy, is it? That #N/A is simply stating that the lookup resulted in nothing at all.

Step 5: Tying off the loose ends

We can make it all look better by wrapping it in another Excel formula, IFERROR. Change the formula in that first cell to:

=IFERROR(VLOOKUP([@English], Icelandic, 2, 0), "-")

This tells Excel to carry out our VLOOKUP function, but to return a dash if it results in an error (i.e., no data). Suddenly, it’s looking a lot neater.

Cross-referencing vocabulary in Excel after some tidying is applied with IFERROR.

Cross-referencing vocabulary in Excel after some tidying is applied with IFERROR.

Now it is crystal clear where you know a word in one language but not the other. To make things even clearer, click the dropdown on that third column, and filter it to show just the dashed elements. There is your list of words to work on in the second language!

Filtering your vocabulary items in Excel.

Filtering your vocabulary items in Excel.

Alternatively, filter on everything but the dashes to revel in the wealth of words you know in both. Enjoy that moment of pride!

For reference, here’s an example Excel file comparing sample vocabulary in French and Spanish.

Where to go from here?

What you do next is up to you. But now, you have the data in your hands, and data is power: what you know, you can act on. Export the filtered list of gaps to work on learning missing vocabulary in any number of ways.

Clearly, you can take these techniques a lot further, too. Currently, the table only checks one way, such as Icelandic to Norwegian in my example. But you can experiment with the same techniques to create much more complex and comprehensive spreadsheets to interrogate both ways.

Lastly, I’ve used Microsoft Excel in this example, but the same functionality is available in other spreadsheet programs, too. The free alternative Google Sheets, for example, has its own VLOOKUP function that works in an almost identical manner. Play around with the tools available, and you can add that dull old spreadsheet package to your list of exciting, innovative language apps!

Have you given this trick a spin? Have any interesting and useful variations on it? Please share in the comments!