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@misc{antonello2025generativecausaltestingbridge,
title={Generative causal testing to bridge data-driven models and scientific theories in language neuroscience},
author={Richard Antonello and Chandan Singh and Shailee Jain and Aliyah Hsu and Sihang Guo and Jianfeng Gao and Bin Yu and Alexander Huth},
year={2025},
eprint={2410.00812},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2410.00812},
}
@inproceedings{NEURIPS2024_e06f8704,
author = {Benara, Vinamra and Singh, Chandan and Morris, John and Antonello, Richard and Stoica, Ion and Huth, Alexander and Gao, Jianfeng},
booktitle = {Advances in Neural Information Processing Systems},
editor = {A. Globerson and L. Mackey and D. Belgrave and A. Fan and U. Paquet and J. Tomczak and C. Zhang},
pages = {124137--124162},
publisher = {Curran Associates, Inc.},
title = {Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions},
url = {https://proceedings.neurips.cc/paper_files/paper/2024/file/e06f8704aca42f1ed8619165892e1195-Paper-Conference.pdf},
volume = {37},
year = {2024}
}
@misc{singh2023explaining,
title={Explaining black box text modules in natural language with language models},
author={Chandan Singh and Aliyah R. Hsu and Richard Antonello and Shailee Jain and Alexander G. Huth and Bin Yu and Jianfeng Gao},
year={2023},
eprint={2305.09863},
archivePrefix={arXiv},
primaryClass={cs.AI}
}