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Stanford Literary Lab

@stanfordlitlab.bsky.social
568 followers 485 following 63 posts

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. litlab.stanford.edu/about

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JCLS @jcls-io.bsky.social · 23/09/2026
July 8-9, 2027, at the University of Groningen @rug.nl, The Netherlands. Deadline for submissions: February 1, 2027 Submission portal opens: October 1, 2026 jcls.io/site/dates/ #CCLS2027 @fpianz.eurosky.social @gronlp.bsky.social
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JCLS @jcls-io.bsky.social · 23/09/2026
🗓️ We are thrilled to announce the Call for Papers for the conference+journal track of the 6th annual Conference of Computational Literary Studies, July 8-9, 2027, in #Groningen, #TheNetherlands! #CCLS2027 #CfP Submit your article by February 1, 2027! 🥳🥳🥳 jcls.io/site/cfp/
Rijksuniversiteit Groningen
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Svenja Guhr @guhrs.bsky.social · 14/09/2026
@fotisjannidis.bsky.social's stay at @ucberkeleyofficial.bsky.social also involved students in 1:1 sessions and at the Cultural Analytics Research Lab #CARL, where we co-taught a workshop on systematic manual and automated #CLS annotation and output evaluation through #IAA and model-as-judge checks.
Svenja presenting a slide introducing Fotis at the Cultural Analytics Research Lab CARLFotis introducing a basic workflow for LLM annotation and validation at the Cultural Analytics Research Lab CARL
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Svenja Guhr @guhrs.bsky.social · 14/09/2026
Last week (07–12 September), I had the pleasure of welcoming @fotisjannidis.bsky.social from @uni-wuerzburg.de to the @berkeleyischool.bsky.social. His visit began with the first lecture of the new academic year in our #Bellwether Lecture Series at the I School.
Fotis in front of a full audience for his Bellwether Lecture
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Judith Brottrager @jbrottrager.bsky.social · 03/06/2026
Very excited about a very special event: in two weeks, some of the most interesting quantitative work on the literary canon and canon formation comes together in Darmstadt 🧵
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Judith Brottrager @jbrottrager.bsky.social · 03/06/2026
See tinyurl.com/3cfu4uu5 for the full programme ✨
linglit.tu-darmstadt.de
Mapping-the-Canon
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Federico Pianzola @fpianz.eurosky.social · 03/06/2026
Training School “Early Career Researchers in Empirical Literary Studies” Online and free to attend! The speakers are some of the most talented ECRs in the field, working on reader response, climate fiction, prosocial effects of reading, etc. igelsociety.org/events/train...
igelsociety.org
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JCLS @jcls-io.bsky.social · 29/05/2026
The conference is closing! How can it already be over? Many thanks to all the authors, reviewers, and the organizers from @dhpotsdam.bsky.social who made #CCLS2026 such a great success!
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Federico Pianzola @fpianz.eurosky.social · 29/05/2026
Colleagues from all over the world, please think about the combination DH2027 in Ireland + CCLS 2027 in the Netherlands. They're only a few days apart. @uniofgalway.bsky.social @rug.nl
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Jana Eckardt @janaeckardt.bsky.social · 30/05/2026
Had a great time presenting our poster "A Canonicity Score for Your Corpus" at #CCLS2026 with @agneshilger.bsky.social and @mertenkroencke.bsky.social (doi.org/10.5281/zeno...). Thanks to the organizers from @dhpotsdam.bsky.social for a wonderful conference!
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JCLS @jcls-io.bsky.social · 28/05/2026
☀️ Today's the day! We're welcoming about 60 participants on-site and 50 joining online for #CCLS2026, while Potsdam is showing off its full summer charm, with a sunny sky and just the right breeze for #CLS discussions. ... and did we mention the view from the #rooftop terrace? See you in a bit!
View from rooftop terrace of the conference venue.
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JCLS @jcls-io.bsky.social · 27/05/2026
The editorial team and @dhpotsdam.bsky.social local organizers are excited to welcome you tomorrow at #CCLS2026 in beautiful Potsdam! 🔜 12 talks, 1 keynote, and 21 posters are waiting for you! ⏰ Registration is still open until midnight (CEST): fmsup-ext.uni-potsdam.de/fs-extern/fo...
fmsup-ext.uni-potsdam.de
Registration CCLS2026
Fields marked with an asterisk (*) are required and must be filled in.
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JCLS @jcls-io.bsky.social · 27/05/2026
We hope you enjoy reading the conference preprints! See you tomorrow at #CCLS2026! 📒 Download the full reader: jcls.io/media/journals/12/CCLS2026_Conference-Reader.pdf
static.klipy.com
Penguin Reading Vibes
Alt: Penguin Reading Vibes
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fortext lab @fortextlab.bsky.social · 26/05/2026
For her talk, Evelyn built on work from the PLANs project, including the paper Hatzel, Stiemer, Gius & Biemann, "Narrative in Short German Prose: A Multi-Phenomenon Dataset for Computational Literary Analysis" (LaTeCH-CLfL 2026). doi.org/10.18653/v1/... (3/4)
doi.org
Narrative in Short German Prose: A Multi-Phenomenon Dataset for Computational Literary Analysis
Hans Ole Hatzel, Haimo Stiemer, Evelyn Gius, Chris Biemann. Proceedings of the 10th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature...
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fortext lab @fortextlab.bsky.social · 26/05/2026
Last week @evelyngius.bsky.social took part in the international conference "Plot and Genre in Computational Literary Studies" at ZPD Würzburg: Two days dedicated to discussions on how we model plot, and what genre has to do with it. (1/4)
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JCLS @jcls-io.bsky.social · 06/05/2026
📢 The Conference Reader is out! It includes #preprints of the papers presented at #CCLS2026 in Potsdam, May 28-29. 📄 DOIs for individual papers: jcls.io/site/ccls2026/ 📒 Download the full reader: jcls.io/media/journals/12/CCLS2026_Conference-Reader.pdf #JCLS #LiteraryComputing #CulturalAnalytics
Screenshot of the first page of the conference reader of #CCLS2026
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JCLS @jcls-io.bsky.social · 06/05/2026
Each paper: 10min presentation + 20min discussion ➡️ We recommend reading the papers in advance. 📖🛋️ 🗓️ Haven’t registered yet? Registration is still open: fmsup-ext.uni-potsdam.de/fs-extern/fo... @jcls-io.bsky.social and @dhpotsdam.bsky.social are looking forward to welcoming you at #CCLS2026! 🏰
Ensemble of Sanssouci Neues Palais in Potsdam
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Svenja Guhr @guhrs.bsky.social · 05/04/2026
On Tuesday, I visited the lab and learned about their ongoing projects in digital history, medieval studies, and literary studies: from mapping the travels of Spanish kings, to applying NLP methods to "La Araucana", to analyzing 19th-century travelogues, etc. labhumanidades.uss.cl/que-hacemos/
main building entrance of Universidad San Sebastián in Santiago de ChileJosé, Sebastian, and Svenja in front of the lab
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JCLS @jcls-io.bsky.social · 23/02/2026
One week left for submitting a poster proposal for #CCLS2026! #CallForPosters 🔜 03.03.26
CCLS2026 Call for Posters
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JCLS @jcls-io.bsky.social · 15/01/2026
🗓️ Mark your calendars! #CCLS2026 will take place in beautiful #Potsdam 🏰 on May 28-29. Join us in person 👥 or online 💻 to discuss cutting-edge research in #CLS. 📚💻🔍 jcls.io/site/ccls2026/ @dhpotsdam.bsky.social #DH #LiteraryComputing
Neues Palais, Potsdam
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JCLS @jcls-io.bsky.social · 20/01/2026
We're especially proud of our accelerated publication process, from final acceptance to article publication. That's when the editors and editorial assistants handle: copyediting, code review, typesetting, publication, and article advertising. #AcademicPublishing #Journal
Comparison of Days Passed from Final Acceptance to Publication (2022 vs. 2023 vs. 2024 vs. 2025)From final review to publication
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JCLS @jcls-io.bsky.social · 20/01/2026
Today was our annual board meeting, where the editors reported on the first 4 issues of #JCLS with statistics on the submission/acceptance ratio, conference participation, and the accelerated publication process since the first issue. #LiteraryComputing #Journal #CCLS2026 #NewYear #Issue5
JCLS Welcome Slide of the Board Meeting 2026
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Stanford Literary Lab @stanfordlitlab.bsky.social · 04/01/2026
Time flies! 🗓️🎆💫 The members of the Stanford Literary Lab wish everyone a happy 2026 full of new exciting #DigitalHumanities and #ComputationalLiteraryStudies research! #LiteraryComputing #CLS #DH #English #Literature
2026 with 0 replaced by Literary Lab Logo
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JCLS @jcls-io.bsky.social · 23/10/2025
We're thrilled to announce the 3rd article from JCLS 4 (1): @julianeugarten.bsky.social “A Powerful Hades Is an Unpopular Dude. Dynamics of Power and Agency in Hades/Persephone Fanfiction” (10.48694/jcls.4208). #ComputationalLiteraryStudies #CLS #JCLS #DigitalHumanities #CCLS25
jcls.io
A Powerful Hades Is an Unpopular Dude. Dynamics of Power and Agency in Hades/Persephone Fanfiction
This paper employs Riveter (Antoniak et al. 2023) to analyze the dynamics of power and agency between the characters of Persephone and Hades in 482 short works of fanfiction (369,809 words total) abou...
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Stanford Literary Lab @stanfordlitlab.bsky.social · 30/09/2025
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/...
github.com
GitHub - literarylab/jcls_domestic_space: Anonymized repository for the JCLS contribution on "Making BERT Feel at Home. Modelling Domestic Space in 19th Century British and Irish Fiction"
Anonymized repository for the JCLS contribution on "Making BERT Feel at Home. Modelling Domestic Space in 19th Century British and Irish Fiction" - literarylab/jcls_domestic_space
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Maria Levchenko @maria-lev.bsky.social · 22/09/2025
Journal of Computational Literary Studies has the most beautiful journal design — and such a great team behind it! Happy and honoured to be published here: bsky.app/profile/jcls... Many thanks to everyone involved! 💙
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Julia Jennifer Beine @juliajbeine.bsky.social · 14/08/2025
The registration for the #DraCor Summit in Berlin is open until 20 August. Register soon! (You may also participate in some parts of the programme online.) #DH #CLS #ClassicsBluesky #LitWiss @temporal-communities.de @freieuniversitaet.bsky.social @unipotsdam.bsky.social @dhpotsdam.bsky.social
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Hannah Walser @hkpmw.bsky.social · 19/07/2025
(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
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Hannah Walser @hkpmw.bsky.social · 19/07/2025
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
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Hannah Walser @hkpmw.bsky.social · 19/07/2025
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!
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JCLS @jcls-io.bsky.social · 18/07/2025
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
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JCLS @jcls-io.bsky.social · 18/07/2025
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
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Svenja Guhr @guhrs.bsky.social · 18/07/2025
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 DH2025Luca's main takeaway
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Stanford Literary Lab @stanfordlitlab.bsky.social · 18/07/2025
#DH2025: Last session before the keynote, @lucagiovannini.bsky.social presents his approach to operationalizing dramatic texts. Tracing key components of plays from #Aristotle to Russian #Formalism to modern literary theory, he investigates how to #operationalize plays using #vectorization. 🎭 #drama
Luca Giovannini presenting at DH2025
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Stanford Literary Lab @stanfordlitlab.bsky.social · 18/07/2025
#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
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Julia Neugarten @julianeugarten.bsky.social · 17/07/2025
@guhrs.bsky.social has me absolutely dying to read the 'Men in America' series now: one romance novel for each of the 50 states! #dh2025 #CLS @stanfordlitlab.bsky.social
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Anastasia Glawion @anastasiaglawion.bsky.social · 17/07/2025
Very excited about this! Next session is "Spatial Analysis for Literature, Fiction and Travel Writing" #dh2025
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JCLS @jcls-io.bsky.social · 17/07/2025
#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
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Svenja Guhr @guhrs.bsky.social · 17/07/2025
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/...
github.com
GitHub - literarylab/scene_segmentation: Manual and automated scene change annotation of US American popular fiction
Manual and automated scene change annotation of US American popular fiction - literarylab/scene_segmentation
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Christof S. 🇪🇺 @christof.fedihum.org.ap.brid.gy · 17/07/2025
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 […]
fedihum.org
Original post on fedihum.org
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Stanford Literary Lab @stanfordlitlab.bsky.social · 17/07/2025
#DH2025: Today (07/17), two more LitLab talks take on 19th & 20th century #English fiction through transformers & #LLMs. Stay tuned! 🔍📚💻 #CLS #CulturalAnalytics #Narratology #LiteraryComputing
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Svenja Guhr @guhrs.bsky.social · 16/07/2025
#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 MiddlemarchHallucination Type in the study of speaker attribution in Middlemarch
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Anastasia Glawion @anastasiaglawion.bsky.social · 16/07/2025
Dalal El Youssoufi is talking about the Provenance Interface #dh2025
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Maria Antoniak @mariaa.bsky.social · 16/07/2025
I made a #DH2025 feed that looks for posts that include the hashtag and posts from/about @dh2025lisbon.bsky.social. You can press the 📌 for easy access.
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Stanford Literary Lab @stanfordlitlab.bsky.social · 15/07/2025
#DH2025 is bringing tough choices! 4 (!) LitLab talks overlap at 4pm on 07/16. Here’s your guide:
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Stanford Literary Lab @stanfordlitlab.bsky.social · 15/07/2025
#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!
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Stanford Literary Lab @stanfordlitlab.bsky.social · 15/07/2025
#DH2025: Today (07/15), the workshop "Manifesto for Multilingual #DH, " co-organized by @mervetekgurler.bsky.social, focused on #MultilingualDH methods, tools, and data.
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Stanford Literary Lab @stanfordlitlab.bsky.social · 15/07/2025
#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 venueSkyline of Lisbon (image from Wikipedia)
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Stanford Literary Lab @stanfordlitlab.bsky.social · 15/07/2025
#DH2025: At the mini conference "The Times they are a-changing" on temporal data in #DH, our very own Huijun Mao presents their work on "Temporal Tensions: Mapping Past, Present, and Future in Modernist Literature" - focusing on #MiddleReading time in "To the Lighthouse" by Virginia Woolf. #CLS
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Svenja Guhr @svenjaguhr.fedihum.org.ap.brid.gy · 15/07/2025
#DH2025: Amazing #CLS work at the mini conference "The times they are a-changing". Judith Brottrager (TU Darmstadt) presents her #Canonisation Score and explains how to use temporal filtering in network analysis of literary texts. Oh, and those are time-sensitive networks, not Dune sandworms. 🐛
Judith Brottrager presenting her canonisation score at #DH2025 mini conferenceJudith Brottrager presenting her time-sensitive networks at #DH2025 mini conference
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