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

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

1 June 2023

Gabriel Stanovsky

Kyle Lo

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

5 / 5 papers shown

Title
A Multi-Modal Multilingual Benchmark for Document Image Classification Yoshinari Fujinuma Siddharth Varia Nishant Sankaran Srikar Appalaraju Bonan Min Yogarshi Vyas VLM 18 4 0 25 Oct 2023
Pre-train or Annotate? Domain Adaptation with a Constrained Budget Fan Bai Alan Ritter Wei-ping Xu 52 31 0 10 Sep 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 209 179 0 18 Apr 2021
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu Yiheng Xu Tengchao Lv Lei Cui Furu Wei ... D. Florêncio Cha Zhang Wanxiang Che Min Zhang Lidong Zhou ViT MLLM 145 498 0 29 Dec 2020
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 122 355 0 27 May 2019