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Building things!
💻
Building things!
28 followers · 52 following

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mariomeissner/README.md

Hello!

I'm a Full Stack Engineer currently working for Indeed Japan. Formerly, I was a master's student and researcher in the field of NLP.

Specifically, I explored the shortcut-learning behavior of transformer models, and found better debiasing techniques to help models avoid learning from unintended spurious correlations in the data. Feel free to visit my blog or have a look at some of my repositories!

I am open to freelancing, startups, and any other kind of collaborations involving web development or ML engineering. Send me an email!

✨ If you're struggling to keep your huggingface experiment code organized, try using my opinionated lightning-hydra template! I adapted it from the popular template by ashleve. The most important change is the added support for HuggingFace transformers. Life made easy! Find it below.

Pinned

  1. lightning-hydra-transformers lightning-hydra-transformers Public template

    Forked from ashleve/lightning-hydra-template

    My take on how you should organize your transformer experiments.

    Python 9 1

  2. shortcut-pruning shortcut-pruning Public

    This is the repository for my master's thesis, as well as the EMNLP 2022 paper on masked debiasing.

    Jupyter Notebook 2 1

  3. AmbiNLI AmbiNLI Public

    This is the code for the paper "Embracing Ambiguity: Shifting the Training Target of NLI Models".

    Jupyter Notebook 5 1

  4. unet-segmentation unet-segmentation Public

    A convolutional neural network similar to U-Net (https://arxiv.org/abs/1505.04597) for medical image segmentation.

    Jupyter Notebook 2

  5. deep-turing-ocr deep-turing-ocr Public

    A deep neural network for performing OCR on handwritten Turing Machine definitions.

    Jupyter Notebook 1

  6. astro-blog astro-blog Public

    Personal blog using Astro 🚀

    Jupyter Notebook