Melanie Walsh

Assistant Professor | Information School | University of Washington | Seattle, USA 🌦️😎

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Hi, I’m Melanie Walsh. I’m 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 media—preferably all of the above combined. I investigate how data and computational methods shape contemporary culture — such as the publishing industry and public libraries — 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 I’m proud of:

In my free time, I like to play basketball 🏀, hike ⛰️, and paddle board among seal friends 🦭 (like in Shilshole Bay pictured above!).

I am recruiting one student to join my group in 2025-2026. For more info, see “Mentorship”.

news

Jan 19, 2025 I will be giving a keynote talk at the Hong Kong Association for Digital Humanities’ (HKADH) inaugural conference in Hong Kong.
Dec 10, 2024 I will be giving a talk at the AISSAI’s 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 UCLA’s IDRE and OARC.
Nov 14, 2024 With Connor Rey, I will be speakikng at the “When Machine Learning Meets Cultural Heritage Collections” roundtable, sponsored by the Center for Advancements in Libraries, Museums, and Archives (CALMA).

selected publications

  1. Does ChatGPT Have a Poetic Style?
    Melanie Walsh, Anna Preus, and Elizabeth Gronski
    In Computational Humanities Research (CHR), Dec 2024
    arXiv:2410.15299
  2. Sonnet or Not, Bot? Poetry Evaluation for Large Models and Datasets
    Melanie Walsh, Maria Antoniak, and Anna Preus
    In Findings of the Association for Computational Linguistics: EMNLP, Nov 2024
  3. The Challenges and Possibilities of Social Media Data: New Directions in Literary Studies and the Digital Humanities
    Melanie Walsh
    Nov 2023
    publisher: U of Minnesota Press
  4. Where is all the book data?
    Melanie Walsh
    Public Books, Nov 2022
    🎙️I spoke about this essay with Australian radio ABC.🎙️
  5. The Goodreads “Classics”: A Computational Study of Readers, Amazon, and Crowdsourced Amateur Criticism
    Melanie Walsh, and Maria Antoniak
    Post45 and Journal of Cultural Analytics, Nov 2021