@inproceedings{dalvi-etal-2023-neurox,
    title = "{N}euro{X} Library for Neuron Analysis of Deep {NLP} Models",
    author = "Dalvi, Fahim  and
      Sajjad, Hassan  and
      Durrani, Nadir",
    editor = "Bollegala, Danushka  and
      Huang, Ruihong  and
      Ritter, Alan",
    booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.acl-demo.21",
    doi = "10.18653/v1/2023.acl-demo.21",
    pages = "226--234",
    abstract = "Neuron analysis provides insights into how knowledge is structured in representations and discovers the role of neurons in the network. In addition to developing an understanding of our models, neuron analysis enables various applications such as debiasing, domain adaptation and architectural search. We present NeuroX, a comprehensive open-source toolkit to conduct neuron analysis of natural language processing models. It implements various interpretation methods under a unified API, and provides a framework for data processing and evaluation, thus making it easier for researchers and practitioners to perform neuron analysis. The Python toolkit is available at \url{https://www.github.com/fdalvi/NeuroX.Demo} Video available at: \url{https://youtu.be/mLhs2YMx4u8}",
}

Neuron analysis provides insights into how knowledge is structured in representations and discovers the role of neurons in the network. In addition to developing an understanding of our models, neuron analysis enables various applications such as debiasing, domain adaptation and architectural search. We present NeuroX, a comprehensive open-source toolkit to conduct neuron analysis of natural language processing models. It implements various interpretation methods under a unified API, and provides a framework for data processing and evaluation, thus making it easier for researchers and practitioners to perform neuron analysis. The Python toolkit is available at \url{https://www.github.com/fdalvi/NeuroX.Demo} Video available at: \url{https://youtu.be/mLhs2YMx4u8}
Dalvi, Fahim Sajjad, Hassan Durrani, Nadir
NeuroX Library for Neuron Analysis of Deep NLP Models