How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks

Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin. How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks. In Jasmijn Bastings, Yonatan Belinkov, Emmanuel Dupoux, Mario Giulianelli, Dieuwke Hupkes, Yuval Pinter, Hassan Sajjad, editors, Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, BlackboxNLP@EMNLP 2021, Punta Cana, Dominican Republic, November 11, 2021. pages 496-509, Association for Computational Linguistics, 2021. [doi]

@inproceedings{JiangTXL21,
  title = {How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks},
  author = {Zhiying Jiang and Raphael Tang and Ji Xin and Jimmy Lin},
  year = {2021},
  url = {https://aclanthology.org/2021.blackboxnlp-1.39},
  researchr = {https://researchr.org/publication/JiangTXL21},
  cites = {0},
  citedby = {0},
  pages = {496-509},
  booktitle = {Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, BlackboxNLP@EMNLP 2021, Punta Cana, Dominican Republic, November 11, 2021},
  editor = {Jasmijn Bastings and Yonatan Belinkov and Emmanuel Dupoux and Mario Giulianelli and Dieuwke Hupkes and Yuval Pinter and Hassan Sajjad},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-955917-06-3},
}