Papers by Hiresh Gupta
Form2Seq : A Framework for Higher-Order Form Structure Extraction (2020.emnlp-main)
Copied to clipboard
| Challenge: | Document structure extraction is a widely researched area for decades due to image resolution and poor semantics. |
| Approach: | They propose a sequence-to-sequence framework for document structure extraction using text . they use a text-based framework to classify low-level constituent elements into ten types . |
| Outcome: | The proposed framework outperforms existing methods for document structure extraction on ICDAR 2013 dataset. |