FIND: A Function Description Benchmark for Evaluating Interpretability Methods

Sarah Schwettmann, Tamar Rott Shaham, Joanna Materzynska, Neil Chowdhury, Shuang Li, Jacob Andreas, David Bau, Antonio Torralba 0001. FIND: A Function Description Benchmark for Evaluating Interpretability Methods. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{SchwettmannSMCL23,
  title = {FIND: A Function Description Benchmark for Evaluating Interpretability Methods},
  author = {Sarah Schwettmann and Tamar Rott Shaham and Joanna Materzynska and Neil Chowdhury and Shuang Li and Jacob Andreas and David Bau and Antonio Torralba 0001},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/ef0164c1112f56246224af540857348f-Abstract-Datasets_and_Benchmarks.html},
  researchr = {https://researchr.org/publication/SchwettmannSMCL23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}