Hi, Iâm Melanie Walsh. Iâm an Assistant Professor in the Information School and an Adjunct Assistant Professor in the English Department at the University of Washington. Before UW, I was a Postdoctoral Associate in Information Science at Cornell University, where I worked with David Mimno. I received my PhD in English Literature from Washington University in St. Louis.
My research interests include data science, digital humanities/cultural analytics, literature, libraries, and social mediaâpreferably all of the above combined. I investigate how data and computational methods shape contemporary culture â such as the publishing industry and public libraries â and how they can be used to understand culture in turn. You can download my full CV here.
I am currently at work on a book project, When Postwar American Fiction Went Viral: Protest, Profit, and Popular Readers in the 21st Century, which follows the social media afterlives of American authors.
I also designed and released a free, open-source textbook, Introduction to Cultural Analytics & Python, which introduces the programming language Python to people interested in the humanities and social science.
With wonderful collaborators, I also lead several projects that Iâm proud of:
In my free time, I like to play basketball đ, hike â°ď¸, and paddle board among seal friends đŚ (like in Shilshole Bay pictured above!).
I am recruiting one student to join my group in 2025-2026. For more info, see âMentorshipâ.
news
Jan 19, 2025 | I will be giving a keynote talk at the Hong Kong Association for Digital Humanitiesâ (HKADH) inaugural conference in Hong Kong. |
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Dec 10, 2024 | I will be giving a talk at the AISSAIâs Digital Humanities and Artificial Intelligence Final Conference in Paris, France. |
Dec 04, 2024 | We will be presenting our work at the Computational Humanities Research (CHR) conference in Aarhus, Denmark. |
Nov 21, 2024 | I will be giving a talk at UCLA, sponsored by the Critical Data Lab and with support from UCLAâs IDRE and OARC. |
Nov 14, 2024 | With Connor Rey, I will be speakikng at the âWhen Machine Learning Meets Cultural Heritage Collectionsâ roundtable, sponsored by the Center for Advancements in Libraries, Museums, and Archives (CALMA). |
selected publications
- Does ChatGPT Have a Poetic Style?In Computational Humanities Research (CHR), Dec 2024arXiv:2410.15299
- Sonnet or Not, Bot? Poetry Evaluation for Large Models and DatasetsIn Findings of the Association for Computational Linguistics: EMNLP, Nov 2024
- The Challenges and Possibilities of Social Media Data: New Directions in Literary Studies and the Digital HumanitiesNov 2023publisher: U of Minnesota Press
- Where is all the book data?Public Books, Nov 2022đď¸I spoke about this essay with Australian radio ABC.đď¸
- The Goodreads âClassicsâ: A Computational Study of Readers, Amazon, and Crowdsourced Amateur CriticismPost45 and Journal of Cultural Analytics, Nov 2021