Artjoms Šeļa

@artjomshl.bsky.social

Literary/cultural history, computational methods, poetry & metres; sometimes video games. Researcher @ Institute of Czech Literature CAS @ Prague Curator of the multilingual poetry corpus poeTree.org

it is incredible how much of a Bayesian Claude is -- it smoked those textbooks good; the bot's weights are laced with the magical dust from rev. Thomas Bayes, its pupils dilated, its gaze fixed on a starry night sky, drawing credible intervals over constellations from a joint posterior

terribly sorry to inform you all that the Songs of our Age no longer school the Youth in such Innocent Pleasures and Moral Virtues as befit a Gentleman, but that they are become the Filthy Waters of such Acts of Promiscuity as would make even a Parisian Libertine reach for his Prayer-Book.

Abstract of a paper "Evolution of moral expression in song lyrics" published in Scientific Reports:

This study examines the evolution of moral expressions in popular music lyrics over six decades. Using the WASABI dataset (1960-2010) and Billboard year-end charting songs (1960-2023), we analyse temporal trends in moral narratives across artist genders and musical genres. Transformer-based language models fine-tuned for moral foundation prediction were applied to quantify ten moral dimensions derived from Moral Foundations Theory. [Highlighted] Our findings reveal an increase in moral vices (e.g., Harm, Cheating, Subversion), and a decline in expressions of moral virtues (e.g., Care, Purity), alongside a rise in negative sentiment, anger, and disgust. [Highlighted] We show that moral dimensions can be inferred by lyrical cues, such as thematic content, sentiment, and emotion, with predictive accuracy improving notably when models are trained on specific music genres. These findings reveal that shifts in lyrical morality co-occur with broader societal changes in values and identity, underscoring how popular music may serve as a cultural barometer for evolving moral norms.

*me, dressed in a super villain attire, low dramatic camera angle, sublime storm raging in the background* my ambition is to write a book about poetry without citing a single line of poetry

Check it out! Lea is live and open to the public 🥳 Lea is an experiment to build better social media by researchers and for researchers, where we own our own data and can build our own feeds, events, and communities. This is still very much a proof-of-concept; we welcome ideas + collaborators!

Eugene Vinitsky 🍒@eugenevinitsky.bsky.social · 4w ago

For the past six months @mariaa.bsky.social and I have been working on creating an improved research experience on atproto. It's now live! Check out: lea.ac

JBS Haldane (1923): "For every type of animal there is a most convenient size, and a large change in size inevitably carries with it a change of form" structuralism y'all

MIT Press@mitpress.bsky.social · 4w ago

Legend has it that giants once roamed the Earth. But, writes @joeldavidhamkins.bsky.social, as early as 1638, Galileo discovered that the physics of human giants simply doesn’t hold up: Without major changes to their anatomy, they would be crushed under their own weight.

Hi Bluesky! Please share this Postdoctoral Fellowship, which is from 2027-2029 & housed in the English Department at the University of Notre Dame. Salary is $75,000 for each year, & the fellowship carries a $15,000 research budget for its duration. Mentorship & an individual office, too!

🌱 ⓥ Francisco Robles ⓥ 🌱@franciscondine.bsky.social · 4w ago

Please share! My department is searching for a postdoctoral fellow for two years. Also, stay tuned for more news from ND English. This is going to be a year! joblist.mla.org/job/2001161/...

Just found an Easter egg on Wikipedia! On the page for double dactyls (a type of poem), there's a sentence that's formatted as a normal line of text, but it's actually a stanza of double dactyl poetry! And... THE PLOT THICKENS! 1/2

Screenshot of the Wikipedia page for “Double dactyl.”The text reads:
The double dactyl is a verse form invented by Anthony Hecht and Paul Pascal in 1951.

An example by John Hollander:
Higgledy piggledy,Benjamin Harrison,Twenty-third presidentWas, and, as such,Served between Clevelands andSave for this trivialIdiosyncrasy,Didn't do much.

Metapoetically, Roger L. Robison crafted this poem describing itself:
Long-short-short, long-short-shortDactyls in dimeter,Verse form with choriambs(Masculine rhyme):One sentence (two stanzas)HexasyllabicallyChallenges poets whoDon't have the time.

There’s then an annotation noting that the text “Metapoetically, Roger L. Robison crafted this poem describing itself:” works as the first stanza of a double dactyl poem.

My latest contribution to the DH community: I finally persuaded my partner Jingzhou, an Early Modern English literature scholar, to join the DH community🤣 Please join us tomorrow morning at #DH2026 if you're able!

Jingzhou Zhang@jingzhouzhang.bsky.social · last mo.

Join us at #DH2026 (31th July, 11-12:30 PM, Room 204-105 and on Zoom) for our presentation! Presenting with @wenyishang.bsky.social . We combine paratextual data and network analysis to examine how authors and stationers interacted to shape the genre identities of early modern English playbooks.