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aaronmueller/README.md

Hi, I'm Aaron Mueller! 👋

I'm a Zuckerman post-doctoral fellow working with Yonatan Belinkov and David Bau. I'm interested in NLP, robust generalization, interpreting deep neural models of language, and targeted model editing. My recent work has focused on causal probing methods, evaluating the inductive biases of pre-trained models, and understanding what, exactly, pre-training teaches models about the underlying structure of language.

For more information, please check out:

Popular repositories Loading

  1. clams clams Public

    Syntactic evaluation sets, attribute-varying grammars, and code for replicating the CLAMS paper. ACL 2020.

    Python 14 3

  2. contextualized-topic-models contextualized-topic-models Public

    Forked from MilaNLProc/contextualized-topic-models

    A python package to setup topic classification fine-tuning, run contextualized topic modeling, and run TCCTMs

    Python 7 2

  3. emergent-syntax emergent-syntax Public

    Code for "How to Plant Trees in Language Models" (ACL 2023).

    Python 6 1

  4. syntax-icl syntax-icl Public

    Code and data for In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax

    Python 4 1

  5. aaronmueller.github.io aaronmueller.github.io Public

    Aaron Mueller's personal website.

    TeX 2

  6. multilingual-lm-intervention multilingual-lm-intervention Public

    Multilingual causal mediation analysis

    Jupyter Notebook 2