allenai / vila
Incorporating VIsual LAyout Structures for Scientific Text Classification
☆175Updated last year
Alternatives and similar repositories for vila:
Users that are interested in vila are comparing it to the libraries listed below
- multimodal document analysis☆162Updated 8 months ago
- ReadingBank: A Benchmark Dataset for Reading Order Detection☆102Updated 5 months ago
- DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis☆313Updated 2 years ago
- Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task…☆267Updated 2 years ago
- Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understan…☆345Updated 2 years ago
- Software that makes labeling PDFs easy.☆405Updated 9 months ago
- ☆77Updated 2 years ago
- Publicly released code for the LAMBERT model☆101Updated 3 years ago
- ☆57Updated 3 years ago
- Code accompanying the submission "Structural Text Segmentation of Legal Documents" by Aumiller et al.☆96Updated last year
- The scripts for training Detectron2-based Layout Models on popular layout analysis datasets☆205Updated last year
- Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.☆117Updated last year
- The code related to the baselines from NeurIPS 2021 paper "DUE: End-to-End Document Understanding Benchmark."☆36Updated last year
- ☆38Updated 3 years ago
- XFUND: A Multilingual Form Understanding Benchmark☆194Updated 2 years ago
- Logical structure analysis for visually structured documents☆86Updated 2 years ago
- DocBank: A Benchmark Dataset for Document Layout Analysis☆594Updated 6 months ago
- ☆31Updated 10 months ago
- Parsers for scientific papers (PDF2JSON, TEX2JSON, JATS2JSON)☆355Updated 10 months ago
- Streamlit Named Entity Recognition (NER) annotation custom component☆39Updated 2 years ago
- Dataset and scripts for HRDoc☆35Updated last year
- An unofficial Pytorch implementation of ERNIE-Layout which is originally released through PaddleNLP.☆104Updated last year
- 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
- A multi-lingual approach to AllenNLP CoReference Resolution along with a wrapper for spaCy.☆105Updated 10 months ago
- ☆157Updated 2 years ago
- ☆92Updated 2 years ago
- Data and evaluation code for the paper WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER (EMNLP 2…☆67Updated 2 years ago
- Code for ICPR2022 paper: "Graph Neural Networks and Representation Embedding for table extraction in PDF Documents"☆35Updated last year
- `pdfstructure` detects, splits and organizes the documents text content into its natural structure as envisioned by the author.☆102Updated 10 months ago
- Document Layout Analysis☆359Updated 3 weeks ago