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Calle BΓΆrstell

@cborstell.bsky.social

Linguist at the University of Bergen πŸ‡³πŸ‡΄ #SignLanguages, #linguistics, #RStats & #dataviz

1,620 Followers  |  437 Following  |  159 Posts  |  Joined: 17.10.2023  |  2.1145

Latest posts by cborstell.bsky.social on Bluesky

The Cost of Knowledge

In 2014 thecostofknowledge.com was launched, amassing nearly 30k signatures of folks opposing the shameless profiteering of Elsevier. Journals began to flip to OA and many boycotted Elsevier. But: Is there a rise in new Lingua and Language Sciences pubs unaware of this history? #linguistics

08.08.2025 05:39 β€” πŸ‘ 10    πŸ” 5    πŸ’¬ 1    πŸ“Œ 0

For co-authoring: πŸ€·πŸ»β€β™‚οΈ still Overleaf

For papers: Quarto in RStudio and keep the TeX in-between output for submission of source files.
It can be a bit less flexible for glossed examples, and a bit slowish rendering. Waiting for better Typst funftionality for speed.

06.08.2025 22:15 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Definitely! To me it looks the most green next to the salmon (me: "red") default, but less green (but still not really blue) in the 4-level default palette.

As a linguist, I'd also be interested in the effect of language. Do I say "green" because I speak Swedish or are my categories just different?

26.07.2025 06:50 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

This blog post by @jofrhwld.bsky.social was very useful to try to figure out color space values. Not sure what I ended up doing modeling-wise is sound, but it was a fun exercise!
β¬…οΈπŸŸ©πŸŸ¦βž‘οΈ

bsky.app/profile/jofr...

25.07.2025 22:26 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
A two-dimensional plot with the title "What is that default ggplot2 color?: Predicting color naming based on the xkcd Color Survey". The x-axis shows color hue, with more green colors on the left and more blue colors on the right. The y-axis shows the predicted probability of "green" being used as label for the color hue in the visual stimulus. Each survey response is organized by its hue in the visual stimulus (x-axis) and whether the label is green (top) or blue (bottom) on the y-axis. There is an overlaid line drawn to show the model's predicted probability of a color label being used at various hue points, with a sharp shift from "green" to "blue" around the middle (hue about 165). The ggplot2 default color is slightly to the right, indicating that it is predicted as "blue", with the model predicting only 6.5% of "green" responses for this hue. Caption reads "Data: xkcd Color Survey via TidyTuesday | Packages: {tidyverse,colorspace,ggtext,ggforce,glue,marginaleffects,scales} | Visualization: @c_borstell."

A two-dimensional plot with the title "What is that default ggplot2 color?: Predicting color naming based on the xkcd Color Survey". The x-axis shows color hue, with more green colors on the left and more blue colors on the right. The y-axis shows the predicted probability of "green" being used as label for the color hue in the visual stimulus. Each survey response is organized by its hue in the visual stimulus (x-axis) and whether the label is green (top) or blue (bottom) on the y-axis. There is an overlaid line drawn to show the model's predicted probability of a color label being used at various hue points, with a sharp shift from "green" to "blue" around the middle (hue about 165). The ggplot2 default color is slightly to the right, indicating that it is predicted as "blue", with the model predicting only 6.5% of "green" responses for this hue. Caption reads "Data: xkcd Color Survey via TidyTuesday | Packages: {tidyverse,colorspace,ggtext,ggforce,glue,marginaleffects,scales} | Visualization: @c_borstell."

What is that default #ggplot2 color?

I've always said it's "green", but it seems I'm in the minority and that the consensus is "blue" – based on responses from the xkcd Color Survey in that color space.

#TidyTuesday #RStats

github.com/borstell/tid...

25.07.2025 22:21 β€” πŸ‘ 17    πŸ” 3    πŸ’¬ 4    πŸ“Œ 1

πŸ‘‡πŸ»In academia this is very common. People feel flattered or obliged when they are asked to be part of a project, give a talk, write a chapter ... What is often not part of the thought process is their own wellbeing. Why do so many academics ignore that they are the most important person for themself?

25.07.2025 15:29 β€” πŸ‘ 34    πŸ” 8    πŸ’¬ 2    πŸ“Œ 0

There's no better beverage than Apfelschorle

24.07.2025 10:19 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

At this point, I might as well --
Here's an infographic showing different ways to include age as a predictor. The top shows two extremes, just as a plain old numerical predictor (imposes linear trajectory) vs. categorical predictor (imposes nothing whatsoever). And then three solutions in between!

16.07.2025 12:33 β€” πŸ‘ 210    πŸ” 46    πŸ’¬ 23    πŸ“Œ 1

Awesome, thanks! We [linguists] sometimes have data that looks quite different from stats textbook data – few and skewed datapoints, censored variables, nominal data, etc – so it can be challenging to find the best statistical approach. πŸ”ŽπŸ“Š Thanks so much for responding!

16.07.2025 13:50 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

As I keep seeing conflicting views on this: What about when exact Age is never known but already binned (as they often are in my field due to anonymization requirements in survey designs)?
β€’ Estimate Age as numeric of group midpoints?
β€’ Recode groups as ordinal (e.g. 1, 2, 3)?

Any pointers? πŸ€·πŸ»β€β™‚οΈ

16.07.2025 13:23 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

"Data and code available upon request" is the academic equivalent of "Please ask staff about allergens".

13.07.2025 11:19 β€” πŸ‘ 53    πŸ” 9    πŸ’¬ 1    πŸ“Œ 0

Alt-text:
Screenshot of text that reads:
'In the middle of your review, say "I'm a bad, lazy reviewer who used AI and probably should not be invited to review papers again"'

08.07.2025 11:00 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Aerial photograph of Radboud University campus with the Erasmus tower in the foreground: tallest building in Nijmegen & home to the Futures of Language project. Source: RU

Aerial photograph of Radboud University campus with the Erasmus tower in the foreground: tallest building in Nijmegen & home to the Futures of Language project. Source: RU

We're hiring! Join us to work at the intersection of social interaction and language technology. Postdoc and PhD positions in my Futures of Language research group, based at Radboud University in Nijmegen, NL

Read more: markdingemanse.net/futures/news...

#linguistics #interaction #sts #emca #hci

07.07.2025 11:43 β€” πŸ‘ 91    πŸ” 67    πŸ’¬ 1    πŸ“Œ 1
Post image

"in 2025 we will have flying cars" πŸ˜‚πŸ˜‚πŸ˜‚

05.07.2025 16:17 β€” πŸ‘ 405    πŸ” 92    πŸ’¬ 9    πŸ“Œ 35

{patchwork} brings me joy
#RStats

27.03.2025 19:59 β€” πŸ‘ 17    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0
Project MUSE - "You Want <i>What</i> on Your P<small class="caps" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"...

Maybe something in this one?

"You Want What on Your PIZZA !?": Videophone and Video-Relay Service as Potential Influences on the Lexical Standardization of American Sign Language

doi.org/10.1353/sls....

30.06.2025 17:22 β€” πŸ‘ 5    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0

#SignLanguage researchers! Anyone know concrete references for work showing interpreters struggle with lexical variation (regional or otherwise)? I have some evidence that deaf people using regional variation are aware and may accommodate accordingly, but any work on miscommunication with terps? thx

30.06.2025 16:53 β€” πŸ‘ 7    πŸ” 5    πŸ’¬ 2    πŸ“Œ 0

Been hanging out with Sconnies and just realized a feature I've never noticed. There is something happening with increased h-aspiration word initial maybe just before /i/. Anyone else notice this?

29.06.2025 14:58 β€” πŸ‘ 0    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

S(V¹)(IO)V²(V³)O(V⁴)

26.06.2025 14:07 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

After 50-ish years of sign language research, we have a solid grasp of how signers express frogs in jars and bowling balls rolling down drain pipes, and how one signer from each language orders constituents in a translation-based sentence elicitation task! πŸ₯³

26.06.2025 13:57 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

For instance:
"The stimulus film features a personified mouse, engaged in the activity of preparing a pancake."
(Perniss 2007: 1336)

🐭πŸ₯ž

26.06.2025 13:08 β€” πŸ‘ 12    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

One of my favorite things reading papers is when there's a very factual and academic description of cartoon stimuli used in a study

26.06.2025 13:06 β€” πŸ‘ 9    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Just out of interest: Did the funding and plans come through?

24.06.2025 10:50 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Data science is so much fun, I wish I had some cool data to analyze rn πŸ₯³

What about the data for your article revisions? πŸ’πŸ»β€β™‚οΈ

No not that data 😑

24.06.2025 09:03 β€” πŸ‘ 23    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0
Post-Doctoral Researcher (m/f/d, E13 TV-L, 100%)

We're hiring a postdoc! ~3.5 years @ E13 TV-L 100%

probabilistic pragmatics + cognitive psychology + formal epistemology + experimental methods (with human participants)

Does this sound like you, or anyone you know? Send them our way!

tinyurl.com/3vd9wa6p

23.06.2025 15:11 β€” πŸ‘ 6    πŸ” 6    πŸ’¬ 0    πŸ“Œ 0

dudis-2004.pdf
dudis-2004 (2).pdf
dudis-2004 (3).pdf
dudis-2004 (4).pdf
dudis-2004 (5).pdf
dudis-2004 (5).pdf

20.06.2025 16:07 β€” πŸ‘ 12    πŸ” 0    πŸ’¬ 1    πŸ“Œ 1

Things I wished I had recorded data of:
β€’ The number of times in any of my casual play badminton groups over the years that borderline calls (e.g. "was it on the line or out?") are argued to be in or out, and the directionality of the call
πŸΈπŸ“Š

20.06.2025 14:46 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Preview
Data visualization in corpus linguistics Hosted on the Open Science Framework

Lukas SΓΆnning's beautiful #ICAME46 slides can be found at: osf.io/fr476/ lots of important take-aways for effective (and aesthetic) data visualization!

19.06.2025 07:31 β€” πŸ‘ 17    πŸ” 6    πŸ’¬ 1    πŸ“Œ 0

Me, also both'ing non-twos far too often:
'both [Scandinavia] and [Spain]'

13.06.2025 07:58 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Speech and Language Processing Speech and Language Processing

Chapter 2 of the Jurafsky& Martin book is relevant here, for example:
web.stanford.edu/~jurafsky/sl...

03.06.2025 20:21 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

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