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Marco Tulio Ribeiro
24 posts
@marcotcr

Marco Tulio Ribeiro

@marcotcr
Seattle, WA
homes.cs.washington.edu/~marcotcr
Joined May 2009
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  • @marcotcr
    Marco Tulio Ribeiro
    @marcotcr
    May 24, 2023
    Testing LLMs (and prompts) like we test software: towardsdatascience.com/testing-large-… TL;DR: (1) You should, (2) How to test: specific properties, evaluate these with LLMs (perception is easier than generation), (3) What to test: get the LLM to help you figure it out.
    Image
    Testing Language Models (and Prompts) Like We Test Software | Towards Data Science
    From towardsdatascience.com
    1
  • @marcotcr
    Marco Tulio Ribeiro
    @marcotcr
    May 12, 2023
    Blog post: playing with Vicuna-13B, ChatGPT (3.5), MPT-7B-Chat on harder stuff medium.com/@marcotcr/expl… TL;DR: We think ChatGPT is still way ahead, but sometimes the extra control from open source models is worth it.
    medium.com
    Exploring ChatGPT vs open-source models on slightly harder tasks
    Rather than asking simple questions, we try using these models in slightly more realistic scenarios. TL;DR: ChatGPT (3.5) still seems…
    3
  • @marcotcr
    Marco Tulio Ribeiro
    @marcotcr
    Sep 27, 2022
    My intern is close to writing a paper, so I wrote her this blog post on writing (part 1 of 2):
    Image
    Writing, part 1 — the process
    From medium.com
    3
  • @marcotcr
    Marco Tulio Ribeiro
    @marcotcr
    Jul 13, 2022
    I never tweet, but here is a blog post I wrote for an intern, may be useful for others too... Part 1: medium.com/@marcotcr/comi… Part 2: medium.com/@marcotcr/orga…
    9
  • @marcotcr
    Marco Tulio Ribeiro
    @marcotcr
    Jul 8, 2016
    "Why Should I Trust You?" Explaining the Predictions of Any Classifier. Promo video: youtube.com/watch?v=hUnRCx… #kdd2016 @guestrin @sameer_
    Image
    KDD2016 paper 573
    From youtube.com
    1
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