New paper alert!
"The Sociolinguistic Foundations of Language Modelling"
Co-authored by a big team of researchers in @Eng_Lang_UoB
Has now been published in @FrontiersIn AI!
https://t.co/CLOFDSHWMG
https://t.co/KdHgdjbQIW
@rljfutrell Hey looks great! Looking forward to reading. Our recent paper — coming from a different perspective — may be of interest.
https://t.co/KdHgdjbiTo
There are twin threats to psychology: the well-known HARKing (Hypothesising After the Results are Known) and the newly coined MASKing (Making Assumptions based on Skewed Knowledge). New paper led by @SakSGhai in @CommsPsychol https://t.co/5TGdte256C
New tutorial paper published today with PhD student @danaroemling and @BodoWinter
'Visualizing map data for linguistics using ggplot2: A tutorial with examples from dialectology and typology'
https://t.co/YC8AgKEaRL 🔓
Hope people find this useful!
In December 2023, I defended my dissertation, “A geographic analysis of lexical variation in North American English using Reddit corpora”. It’s available to read for free on ProQuest. In this thread I’ll go over what I did and some of the most interesting things I found! (1/9)
Excited to share my open-access paper published in Research Methods in Applied Linguistics (@RMALJournal)! It critically explores the limitations of traditional linear regression models (assuming normal error distribution) for analysing syntactic complexity measures. 1/10
New paper alert!
"The Sociolinguistic Foundations of Language Modelling"
Co-authored by a big team of researchers in @Eng_Lang_UoB
Has now been published in @FrontiersIn AI!
https://t.co/CLOFDSHWMG
https://t.co/KdHgdjbQIW
How can AI be reconfigured to avoid spreading misinformation and harmful social biases?
According to a new paper from Professor Jack Grieve and his team of linguistics researchers, the answer lies in the application of sociolinguistics.
https://t.co/h451Pq6ez3
Our position paper on the sociolinguistic foundations of language modeling is out now in Frontiers in AI!
https://t.co/mDhwDhssra
We argue that sociolinguistics holds the key to understanding and improving large language models.
@adawan919@SaraBartl@MatteoFuoli@jegraf1@Weihang_Huang_@mrkm_a@BodoWinter I think the claim, like you're maybe saying, is essentially tautological. The point of the paper is just to make it, as nobody else has, and to consider its implications. It's not an empirical study but it's just one paper but neither are your tweets.
In this position paper we argue that LLMs are inherently modelling what are known in sociolinguistics as "Varieties of Language" and that this insight has widespread value to the development and deployment of language models...