Stanford Literary Lab
@stanfordlitlab.bsky.social
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The Stanford Literary Lab is a research collective that applies computational criticism to the study of literature. It is directed by Mark Algee-Hewitt and Associate Directors Nichole Nomura and Matt Warner. https://litlab.stanford.edu/about .. more

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stanfordlitlab.bsky.social
We're thrilled to see our publication out this week! 🥳
#JCLS is such a great place to publish our project results.
Many thanks to the editorial team for the quick publication process and for the great discussion at #CCLS2025!

--> #Code&Data can be found here:
github.com/literarylab/...
jcls-io.bsky.social
How do literary communities actually form?
@maria-lev.bsky.social analyzes the networks of collaboration and aesthetic affinity that are documented through cultural events — e.g. readings, book launches, festivals. These real-world networks often remain invisible in text-based literary history.
Heat map of St Petersburg
dracor.org
DraCor @dracor.org · Jun 6
Registration is now open for the #DraCor Summit in Berlin, 1–5 September 2025!

summit.dracor.org

Discover a varied programme feat. workshops, lectures, discussion rounds, and hackathon sessions.

@temporal-communities.de @freieuniversitaet.bsky.social @unipotsdam.bsky.social @dhpotsdam.bsky.social
Logo for the DraCor Summit 2025 taking place in Berlin.
hkpmw.bsky.social
(I worked at the Lab at the time.) My extremely tolerant dad bought the books & shipped them to CA at my direction. More than 5 years later … voila!

All I ask in return: if the physical copies still exist, please put a bookplate in each one identifying it as the generous gift of Hannah Walser 😂 3/3
hkpmw.bsky.social
My parents used to live in a small town with 1 used bookstore. They had dozens of books in the “Men Made in America” romance series. The gimmick is simple yet profound: 1 man (1 book) per state. Probably encouraged by @jdporter.bsky.social, I thought this would make a fun corpus for a DH project 2/3
hkpmw.bsky.social
I’m always excited to see what @stanfordlitlab.bsky.social is up to, but this project brings me a special kind of joy, because …

This is my corpus! I donated it to the Lab! 1/3
A collection of book covers from the “Men Made in America” romance novel series—one man for each state!
guhrs.bsky.social
Today’s #highlight for me on the last day of #DH2025? @lucagiovannini.bsky.social presenting his "Modest Proposal for Operationalizing Dramatic Texts". He proposes drama vectorization not to simplify plays, but rather to continue formalist morphological thinking using computational tools. 🎭📊
Luca presenting at DH2025 Luca's main takeaway
jcls-io.bsky.social
In his "Modest Proposal for Operationalizing Dramatic Texts", @lucagiovannini.bsky.social presents 3 exhibits, including his recently completed PhD thesis on the "Formal Development of Early Modern European Drama". Congratulations! 🎓 #PhDone #CLS #Drama #Operationalization
Luca presenting his PhD thesis as one of the three exhibits to Operationalizing Dramatic Texts
jcls-io.bsky.social
What are the key components of a #play? 🎭
#DH2025: @lucagiovannini.bsky.social takes us on a tour through centuries of thinking from #Aristotle’s #Poetics, through Russian formalism, to modern literary theory and unpacks the question offering a fresh perspective.
#drama #operationalization #CLS
Luca presenting at the DH2025

stanfordlitlab.bsky.social
#DH2025: Today (07/18) is already the last conference day. Nichole Nomura, Mallen Clifton, Unjoo Oh, Jessica Monaco, Matt Warner & Madison Zickgraf Burke dive into course descriptions from California’s public universities. #HigherEd #CourseDescriptions
anastasiaglawion.bsky.social
Love, love, love the romance novel project by @guhrs.bsky.social, Huijun Mao, Fengyi Lin, Alexander J. Sherman & Mark Algee-Hewitt. Look at the corpus 🤩
#dh2025
anastasiaglawion.bsky.social
Very excited about this! Next session is "Spatial Analysis for Literature, Fiction and Travel Writing"
#dh2025
jcls-io.bsky.social
#DH2025: Another #alignment project in #CLS. @anastasiaglawion.bsky.social and Dhara Lechner of @dhssfau.bsky.social present their work on "Tracing #Transformation: editorial shifts in the Grimm brothers’ tales".
#FairyTales #German-language #fiction
Anastasia and Dhara presenting at #DH2025
guhrs.bsky.social
Super excited to share our research with you! Here's the link to our slides and code on GitHub. See you at 2pm in room Aud B3! github.com/literarylab/...
christof.fedihum.org.ap.brid.gy
Neat idea by Jessica Monaco and Mark Algee-Hewitt, at #dh2025, on subgenre mixture within the Gothic novel:

First, train a model to classify text segments into one of eight genres, not including the Gothic (!).

Then, ask the model to classify segments from Gothic novels into those genres in […]
Original post on fedihum.org
fedihum.org

stanfordlitlab.bsky.social
#DH2025: Later today, at 2PM in room Aud B3: @guhrs.bsky.social, Huijun Mao & ‪@alexsherman.bsky.social‬ tackle #SceneSegmentation in 20th-c US #Romance novels. Fine-tuning transformers vs. prompting #LLMs — who wins? #CLS #DigitalHumanities #Scenes #LiteraryComputing

stanfordlitlab.bsky.social
First up at 9AM in room B203: Jessica Monaco & Mark Algee-Hewitt analyze generic mixing in 19th-century #English-language #Gothic fiction. A diachronic take on literary transformation with transformer models. #DH2025 #CLS

stanfordlitlab.bsky.social
#DH2025: Today (07/17), two more LitLab talks take on 19th & 20th century #English fiction through transformers & #LLMs. Stay tuned! 🔍📚💻
#CLS #CulturalAnalytics #Narratology #LiteraryComputing
guhrs.bsky.social
#DH2025: So exciting to see #hallucination rates calculated in #CLS with #LLMs. Great work by @sgriebel.bsky.social, Layne-Worthey, et al. on the ongoing challenge of #CharacterAttribution in English fiction titled "Strictly Speaking: Character Attribution in Literary Dialogue with Language Models"
Hallucination Rates for the study of speaker attribution in Middlemarch Hallucination Type in the study of speaker attribution in Middlemarch
anastasiaglawion.bsky.social
Dalal El Youssoufi is talking about the Provenance Interface #dh2025

stanfordlitlab.bsky.social
#DH2025 (07/16, 4pm - 4/4):
In Room Aud B2, our Lab alum @fredner.org dives into literary references in #Jeopardy! 🧠 What texts appear, how hard are they to guess, and what does it tell us? 40 years of quiz show data will be explored! #CulturalAnalytics

stanfordlitlab.bsky.social
#DH2025 (07/16, 4pm - 3/4):
In Room B210: @mattgwr.bsky.social, Nichole Nomura, Gabi Keane, CarmenThong, & Mark Algee-Hewitt analyze #TextMining of scholarly citation. Ever wonder how scholars get separated from their key terms? Now’s your chance to find out. #CLS #scholarship #citations

stanfordlitlab.bsky.social
#DH2025 (07/16, 4pm - 2/4):
In Room B207: Carmen Thong asks a critical question - how do you build a corpus for computational #PostcolonialLiterature? A must for anyone approaching #PostcolonialStudies with #DHMethods. You're not alone! #CLS

stanfordlitlab.bsky.social
#DH2025 (07/16, 4pm - 1/4):
In Room B304, our director Mark Algee-Hewitt & Seth Rudy take us into #18thCentury #British knowledge systems with a computational twist.
#Enlightenment meets #DigitalHumanities.

stanfordlitlab.bsky.social
#DH2025 is bringing tough choices! 4 (!) LitLab talks overlap at 4pm on 07/16. Here’s your guide:

stanfordlitlab.bsky.social
#DH2025 - looking ahead to 07/16:
At the lunch session (12:30pm), Nichole Nomura & @raquelcoelho.bsky.social will share their work on how #WordClouds interact with students’ data & meaning-making. #DH meets #Education in the #classroom!

stanfordlitlab.bsky.social
Featuring the conference topic, "Building #Access and #Accessibility: Open Science to All Citizens," this workshop was a strong start to promoting inclusive #DH practices at #DH2025. #InclusiveResearch #DHofTomorrow #OpenScience

stanfordlitlab.bsky.social
#DH2025: Today (07/15), the workshop "Manifesto for Multilingual #DH, " co-organized by @mervetekgurler.bsky.social, focused on #MultilingualDH methods, tools, and data.

stanfordlitlab.bsky.social
#DH2025: We’re thrilled to be in sunny Lisbon for this year’s ADHO conference! 🌞 Whether online or onsite, we're here in full force with 8 contributions from our members, collaborators & alumni.

Let’s talk about #DH and #CLS!

More info on the speakers: litlab.stanford.edu/people/
DH2025 Poster in front of the venue Skyline of Lisbon (image from Wikipedia)