Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents

Catherine Chen, Zejiang Shen, Dan Klein, Gabriel Stanovsky, Doug Downey, Kyle Lo. Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents. In Anna Rogers, Jordan L. Boyd-Graber, Naoaki Okazaki, editors, Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023. pages 13345-13360, Association for Computational Linguistics, 2023. [doi]

@inproceedings{ChenSKSDL23,
  title = {Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents},
  author = {Catherine Chen and Zejiang Shen and Dan Klein and Gabriel Stanovsky and Doug Downey and Kyle Lo},
  year = {2023},
  url = {https://aclanthology.org/2023.findings-acl.844},
  researchr = {https://researchr.org/publication/ChenSKSDL23},
  cites = {0},
  citedby = {0},
  pages = {13345-13360},
  booktitle = {Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023},
  editor = {Anna Rogers and Jordan L. Boyd-Graber and Naoaki Okazaki},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-959429-62-3},
}