Friday, September 2, 2016

Open Question: "I'm a big fan of yours"

Linguists, I've got a question. Is there any distinction to be made between (1) and (2)?
  1. I'm a big fan of Rhianna.
  2. I'm a big fan of Rhianna's.
I find both acceptable, but think I think I would prefer (1)? For pronouns, though, I think they must be possessive pronouns.
  1. *I'm a big fan of you.
  2. I'm a big fan of yours.
  3. *I'm a big fan of her.
  4. I'm a big fan of hers.
But I think it's strictly animacy based, since for inanimates I think the possessive form is ruled out, or is at least worse.
  1. I'm a big fan of coffee.
  2. *I'm a big fan of coffee's.
  3. I'm a big fan of Star Trek.
  4. *I'm a big fan of Star Trek's.
  5. I'm a big fan of it.
  6. *I'm a big fan of its.
I don't think the acceptability of (1) is related to a sort of corporate entity reading of "Rhianna." Both of the following seem fine to me:
  1. I'm a friend of Joel.
  2. I'm a friend of Joel's.
Thoughts?

Monday, February 15, 2016

The Sound of Silence

One counterintuitive thing about doing linguistic analysis is how much time we spend analyzing structures and elements that are silent. That's probably pretty confusing for people when they first learn about it. For example, compare these three sentences:
  1. I want a cookie.
  2. I ate the cookie.
  3. I ate cookies all day.
In your grammar lessons in school, you probably learned that the words a and the were called "articles," but linguists usually call them "determiners." Most people describing the sentences in 1, 2 and 3 would say something like:
"Sentences 1 and 2 have determiners in them. Sentence 1 had a and sentence 2 has the. Sentence 3 doesn't have a determiner."
A linguist, on the other hand, when describing these three sentences would be likely to say:
"All three sentences have determiners. Sentence 1 has a, sentence 2 has the, and sentence 3 has a silent determiner."
Silent determiners is just scratching the surface of all of the possible silent words linguists have postulated. A really common kind of reaction to all the silent words is "Bullshit!" Actually, that was my reaction when I took my first syntax course, but eventually, I was convinced.1 For a lot of the silent elements linguists have proposed, there's usually some good reason or evidence for doing so, but we do have to be careful not to over-hypothesize silent elements to make the data work. This is the really interesting tension of abstractness.

Here's an example I'm dealing with in my own work, involving how Philadelphians have traditionally pronounced their short-a in words like mat and man. Usually, Philadelphians have a "tense" or "nasal" sounding short-a when the sound following is an /m/ or an /n/. For example, man is tense, but mat is lax. But this only happens if the /m/ or /n/ is in the same syllable. So the word ham comes out tense, but the word hammer comes out lax, because the /m/ is in the next syllable, if you sound it out (ha-mer). Plan is tense, but planet is lax (pla-net).

One weird exception to this pattern is the word exam. Exam usually comes out lax, even though the /m/ is in the same syllable when you sound it out (ihg-zam). One way of analyzing this is just to say "Ok, exam is just an exception to the rule." But, I'm going to make a different argument, which is that every time a Philadelphian says exam, they're actually saying an abbreviated form of examination, and in examination, the /m/ is not in the same syllable (ihg-za-mih-ney-shun). So the word exam is lax, because it's really examination.

One objection to this argument is that examination looks like it's exam+ination, so how do we know that what people are saying is examination and not just exam without -ination added to it. Well, let's look at some other words that end in -ination. We have imagination. If we abbreviate imagination, like "I've totes got a wild imag," we get out ih-majh which means the same thing as imagination, and it has stress on the second syllable. This looks like exam (ihg-zam), which means the same thing as examination, and has stress on the second syllable. What happens if we never add -ination to imagination? We get out image (ih-mijh), which doesn't mean the same thing as imagination, and has stress on the first syllable. That doesn't look like exam at all. This makes it seem more likely that exam is an abbreviation like "I've totes got a wild imag", and is not just a bare word, like image.

But there is no word ehg-zum, so does that mean that the root exam can only ever appear attached to -ination? That's not so weird if you look at other words that end in -ination, like destination. Dest never shows up as its own word. But it seems to show up in related words like destined or destiny.

There's also a little bit of historical evidence that exam was originally an abbreviation. If you look at some of the earlier examples of exam in Google books, authors used to end it in a period, like you would for any abbreviation. For example, J.M. Barrie (more famous for writing Peter Pan) in his 1889 book An Edinburgh Eleven wrote:
I knew a Snell man who was sent back from the Oxford entrance exam., and he always held himself that the Biblical questions had done it.
That period followed immediately by a comma makes it pretty clear that in this sentence, exam is an abbreviation. And if you look at Google ngram patterns, exam seems to be increasing in frequency relative to examination.

So exam looks like it was historically an abbreviation of examination, and the fact that Philadelphians have traditionally pronounced it with a lax short-a suggests that it still is an abbreviation for us, unconsciously.

This is just one example of how language is not a "what-you-see-is-what-you-get" game. There is a lot of silent structure to language that we're not consciously aware of. It takes a mixture of clever reasoning and empirical data to work it out.

But I'm guessing there's still a few people saying "Bullshit!" out there.
1. I actually once wrote a post on my undergraduate blog about how I thought PRO was absurd, and Norvin Richards left some really nice and patient comments on it. I'm kind of embarrassed about that now.

Thursday, October 29, 2015

#NWAV44

I'm just recently back from the New Ways of Analyzing Variation (NWAV) conference, the top variationist sociolinguistics conference in North America. This was NWAV44, hosted by the University of Toronto, and as usual it was a lot of fun, and really exhausting.

When you go to a conference regularly enough, you start making conference friends, people who you only know and really only ever see in the context of the conference. Seeing my conference friends again is always one of the things I look forward to when going to NWAV, and it's what makes it all the more disappointing when I can't go for some reason or another. Of course, nowadays, if you can't make it to NWAV in person, you can always follow along at home on the Twitter hashtag. Really, it's almost like a parallel conference going on on Twitter. I go to a lot of conferences that get tweeted about, but I feel like NWAV tends to have a much higher rate of twitter traffic, and this was especially true of NWAV44. The Manchester LEL twitter account speculated that this might be the most tweeted about conference of all time.


It definitely spawned the most parody accounts (@GreatHallBird@nwavAVghost). But, I thought I'd take this up and pick over the Twitter traffic on the #NWAV44 stream. I pulled down all the tweets I could with the twitteR package, excluding retweets.

In the 4 days of the conference, there were 3,196 tweets on #NWAV44. Here's the distribution of tweets, binned into 10 minute intervals, color coded by what was happening at the conference at the time (according to the official schedule).


The highest number of tweets in any 10 minute period was 53, for a rate of 5.3 tweets a minute, during the second paper session on Saturday.

There wasn't much tweeting during the poster session, which is too bad. First of all, it means a bit less exposure for people in the poster sessions. Second of all, posters are an intrinsically visual medium, and conventional wisdom is that tweets with pictures attached get more attention. I can't tell whether a tweet has a picture attached in this data, but I can tell if it has a link. I broke tweets down into two categories: tweets with an "https" link and does not contain the words "slide" or "talk", and all others. Winds up looking like this:
might have image n average retweets average favorites
yes 378 1.29 3.31
no 2,818 0.82 1.89

Maybe something to think about next time you're live tweeting a conference.

Another thing I was interested in was what the average tweeting rate was during any given 20 minute talk + 10 minute question period. So, I took each talk period, and counted up how many tweets were sent each minute. Here's what it looks like.

During a talk, it looks like there's a pretty steady average of 2 to 3 tweets per minute persisting into the Q&A period, dropping off precipitously during the lat 5 minutes of Q&A as the speakers switched over. It's really pretty striking that during the meat of any given talk period, the most common number of tweets in a minute is something like 1 or 2, not 0.

One last thing I looked at was tweets about the birds. In the Great Hall in Hart House, there were at least two birds flying around the rafters and eating the crumbs after coffee sessions. It was a major topic of twitter conversation, and spawned the parody account @GreatHallBird. The volume of tweeting about the birds reached its peak on the third day of the conference, when about 8% of all tweets contained the string [bB]ird.

There was initially some competing ways of referring to the bird. Some people originally decided to call it "Ferdinand", but midday on the 24th, the @GreatHallBird account started tweeting, and eventually that standard became the most popular. Here is what people were calling the birds out of the options of just "[bB]ird", "[fF]erdinand" and "[gG]reat\s?[hH]all\s?[bB]ird"

Unfortunately, I don't have access to historical twitter data to check how #NWAV44 compared to other large conferences, like maybe #ICPHS2015.



UPDATE: I just realized that I didn't filter out tweets by the @GreatHallBird account itself when estimating the rate of tweets about the birds. When I exclude its tweets, as well as any line initial @-mentions, nothing really changes that much qualitatively, but the third day of the conference tops out at about 7% tweets about the bird, instead of 8%.





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