allenai / vila
Incorporating VIsual LAyout Structures for Scientific Text Classification
☆176Updated 2 years ago
Alternatives and similar repositories for vila:
Users that are interested in vila are comparing it to the libraries listed below
- multimodal document analysis☆164Updated 11 months ago
- ReadingBank: A Benchmark Dataset for Reading Order Detection☆105Updated 8 months ago
- DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis☆338Updated 2 years ago
- ☆80Updated 3 years ago
- ☆57Updated 3 years ago
- Software that makes labeling PDFs easy.☆415Updated 11 months ago
- Publicly released code for the LAMBERT model☆103Updated 3 years ago
- Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.☆120Updated last year
- Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task…☆276Updated 2 years ago
- The scripts for training Detectron2-based Layout Models on popular layout analysis datasets☆210Updated last year
- Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understan…☆347Updated 2 years ago
- Code accompanying the submission "Structural Text Segmentation of Legal Documents" by Aumiller et al.☆96Updated last year
- Algorithms, papers, datasets, performance comparisons for Document AI. Continuously updating.☆188Updated 2 months ago
- ☆39Updated 3 years ago
- DocBank: A Benchmark Dataset for Document Layout Analysis☆607Updated 8 months ago
- ☆32Updated last year
- ☆245Updated 2 years ago
- Document Layout Analysis☆371Updated this week
- ☆160Updated 2 years ago
- Code for ICPR2022 paper: "Graph Neural Networks and Representation Embedding for table extraction in PDF Documents"☆35Updated last year
- Dataset and scripts for HRDoc☆36Updated last year
- The code related to the baselines from NeurIPS 2021 paper "DUE: End-to-End Document Understanding Benchmark."☆36Updated 2 years ago
- A data set based on all arXiv publications, pre-processed for NLP, including structured full-text and citation network☆288Updated 7 months ago
- Source code for the paper "Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models"☆37Updated last year
- XFUND: A Multilingual Form Understanding Benchmark☆200Updated 2 years ago
- A project about benchmarking and evaluating existing PDF extraction tools on their semantic abilities to extract the body texts from PDF …☆66Updated 4 years ago
- We identify the desiderata for a comprehensive benchmark and propose Visually Rich Document Understanding (VRDU). VRDU contains two datas…☆80Updated 2 years ago
- Parsers for scientific papers (PDF2JSON, TEX2JSON, JATS2JSON)☆384Updated last year
- Streamlit Named Entity Recognition (NER) annotation custom component☆38Updated 2 years ago
- Pretraining Efficiently on S2ORC!☆163Updated 6 months ago