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Fernanda Viégas
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Fernanda Viégas

@viegasf
Human/AI Interaction and data visualization. Professor at Harvard. Co-founder of Google's People+AI Research initiative (PAIR)
fernandaviegas.com
Joined February 2009
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  • user avatar
    Fernanda Viégas
    @viegasf
    Jan 21, 2024
    Great work by @ghandeharioun and others in PAIR on a new interpretability framework: 🩺Patchscopes
    user avatar
    Asma Ghandeharioun
    @ghandeharioun
    Jan 15, 2024
    🧵Can we “ask” an LLM to “translate” its own hidden representations into natural language? We propose 🩺Patchscopes, a new framework for decoding specific information from a representation by “patching” it into a separate inference pass, independently of its original context. 1/9
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    Fernanda Viégas
    @viegasf
    May 12, 2023
    Visualize transformer attention! ✨ AttentionViz, created by Catherine Yeh and expanded by Yida Chen, helps you explore transformer self-attention by visualizing query and key vectors in a joint embedding. Paper: arxiv.org/abs/2305.03210 Website: attentionviz.com
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  • user avatar
    Fernanda Viégas
    @viegasf
    May 5, 2023
    Toasters have blinking lights, cars have speedometers. Should chatbots have dashboards too? A speculative essay👉 The System Model and the User Model: Exploring AI Dashboard Design arxiv.org/abs/2305.02469
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  • user avatar
    Fernanda Viégas
    @viegasf
    Mar 28, 2022
    The Wind Map turns 10 today! I'm still mesmerized by the powerful force it depicts. hint.fm/wind
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    user avatar
    Rachel Bara
    @rachsturges
    Mar 28, 2022
    Ten years ago #OTD, @viegasf and @wattenberg released "wind map." Then came @cambecc's earth.nullschool.net. My story for Earth Island Journal. earthisland.org/journal/index.…
  • user avatar
    Fernanda Viégas
    @viegasf
    Dec 1, 2021
    Looking for a postdoc position in data visualization, human-centered machine learning, or both? Consider joining our lab at Harvard! Here’s the official announcement: main.hercjobs.org/jobs/15670780/…
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