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  1. NeuroSurgeon NeuroSurgeon Public

    NeuroSurgeon is a package that enables researchers to uncover and manipulate subnetworks within models in Huggingface Transformers

    Python 38 1

  2. Compositional_Subnetworks Compositional_Subnetworks Public

    Code for the paper Break It Down: Evidence for Structural Compositionality in Neural Networks, presented at NeurIPS 2023

    Python 7

  3. Representations_Of_Syntax Representations_Of_Syntax Public

    Code and Resources for the paper 'Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs' by Lepori, Linzen, and McCoy

    Python 5 1

  4. Circuit_Probing Circuit_Probing Public

    Codebase for Uncovering Causal Variables in Transformers Using Circuit Probing

    Jupyter Notebook 5 2

  5. Picking_BERTs_Brain Picking_BERTs_Brain Public

    Code and Data for Picking BERT's Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity Analysis by Michael Lepori and R. Thomas McCoy, presented …

    Python 4 1

  6. TreeTransformers TreeTransformers Public

    Modified transformer architecture, replacing linear positional encodings with tree-based positional encodings.

    Python 1