Buffalo Means Paper: Learning Language Through Association-Based Translation



My wife told me a story, and I wasn’t sure who I was supposed to laugh at.

So my mother-in-law teaches English tutoring classes. One day, one of her students was practicing some exercises. The conversation went something like this (in Javanese, roughly translated):

Student A: “Hey, what does ‘buffalo’ mean?”

Student B: “Paper.”

Student A: “Be serious!”

Student B: “I am! Buffalo paper. So it means paper.”

I went quiet for a second. Not because I was confused, but because the logic actually checked out. Somehow that made me even more confused.

The Brain’s Cache Is Really Strong #

If you’ve learned another language, you might know this feeling. The brain doesn’t store words as neatly as a dictionary. It’s more like a folder that’s already crammed with stuff.

When the student hears “buffalo”, his brain searches its associations. The first result isn’t a large furry animal on the North American prairie. It’s… buffalo paper. Fair enough, that’s what he had seen most often. To him, it was the most relevant answer hehe.

Linguists and language researchers call this association-based translation: people translate words using the memory most strongly associated with them, rather than a dictionary definition.1 The memory may be wrong, but it can feel very convincing.

Grown-Ups Do This Too #

Before smiling and saying, “well, he’s just a kid”, hold on. I’ve misunderstood words too, and maybe you have as well.

Take “deadline”. If you’ve never heard it used at work, dead means dead and line means line. So, the death line? There’s a logic to that guess. That isn’t what it means at work, of course.

Some people new to work might think “overtime” means extra time to rest. Over means extra, time means time. Yes, extra time to keep working, sadly haha.

And here’s mine. I used to think “hardware” was a stationery brand because there was a shop near my house called “Toko Hardware”. It did sell hard goods. I was still a bit confused about that well into high school. Go ahead and laugh, I do too now.2

Why Does the Brain Do This? #

It’s not an evolutionary bug. The brain seems to be saving itself some work.

The brain prefers a shortcut over checking every possibility. When it hears a word, it seems to ask its cache: “where have I seen this before? What was the context?” The association that comes back first is often the one it uses.3

The student who answered “paper” wasn’t stupid. He just hadn’t come across enough uses of the word. So far, “buffalo” meant paper in his experience. That was the association he had.

How many adults do the same thing without noticing? I could be one of them.

Some assumptions we hold tightly may just be the first association that got into our heads. Not necessarily the truth, maybe just old cache we never updated.

That “Paper” Answer Got Me Thinking #

That answer got me thinking about context. A word can mean different things, and the sentence around it helps us figure out which meaning fits. The first association isn’t always right, either, even when it feels familiar. That can happen with language and with decisions. Though that might be a bit heavy for a post that started with buffalo paper.

And if you’re teaching, maybe don’t rush to make a kid feel foolish. The “be serious!” response made sense, but so did the student’s logic. You can explain it without making him feel stupid: “Yes, there is buffalo paper. In English, buffalo is the animal, the one we call kerbau.”


My wife was trying not to laugh when she told me the story. I laughed too, obviously. Then I started wondering: how many other things have I “translated” from a first association and never questioned again? Probably a lot. I have no idea how many. Hehe.


  1. The more common term in the literature is lexical association or associative meaning. But “association-based translation” felt like the most accurate way to describe what happens when someone translates a word based on contextual memory rather than its core meaning. ↩︎

  2. Still haven’t fully moved on from this fact. ↩︎

  3. This relates to the concept of priming in cognitive psychology, where exposure to one stimulus influences the response to the next. A brain that has been “primed” with buffalo paper will be faster to associate buffalo with paper than with the animal. ↩︎