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viking-sudo-rm/README.md

Hi, I'm Will Merrill! 👋

I'm a Ph.D. student at New York University interested in the theoretical foundations of language and computation. Most of my research has focused on understanding how artificial neural networks process the syntax and semantics of natural languages. Recently, my research has focused on understanding (a) the reasoning/computational power of transformers and (b) the degree to which language models can encode the meaning of text.

I've also done a fair amount of amateur game development, just for fun.

For more information, check out:

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  1. StackNN StackNN Public

    Experiments with differentiable stacks and queues in PyTorch

    Python 142 25

  2. SnorriDev/thoth SnorriDev/thoth Public

    A natural-language puzzle game with hieroglyphic spells.

    Java 10 2

  3. draftnet draftnet Public

    Neural drafting in Dota 2. We did it before Dota+, and I think it works better :P

    Python 7 1

  4. XRayField XRayField Public

    Minecraft plugin to detect x-raying via physics and vector fields.

    Java 3

  5. voynich2vec voynich2vec Public

    Applying word2vec embeddings to the problem of deciphering the Voynich manuscript.

    Python 7

  6. rusty-dawg rusty-dawg Public

    Rust library for indexing and quickly searching large pretraining corpora

    Rust 22 3