Incorporating VIsual LAyout Structures for Scientific Text Classification
☆179Mar 18, 2023Updated 3 years ago
Alternatives and similar repositories for vila
Users that are interested in vila are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- multimodal document analysis☆165Feb 28, 2026Updated 3 weeks ago
- DocBank: A Benchmark Dataset for Document Layout Analysis☆642Aug 12, 2024Updated last year
- Benchmark dataset for the evaluation of scientific article representations on the task of citation recommendation across various scientif…☆12Oct 21, 2022Updated 3 years ago
- DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis☆423Feb 1, 2023Updated 3 years ago
- SMASHED is a toolkit designed to apply transformations to samples in datasets, such as fields extraction, tokenization, prompting, batchi…☆35May 24, 2024Updated last year
- ☆1,042Jul 9, 2025Updated 8 months ago
- Multi-LexSum is an abstractive summarization dataset for US Civil Rights Lawsuits☆21Dec 15, 2022Updated 3 years ago
- A Unified Toolkit for Deep Learning Based Document Image Analysis☆5,681Aug 15, 2024Updated last year
- Science-parse version 2☆255Nov 20, 2019Updated 6 years ago
- library supporting NLP and CV research on scientific papers☆791Nov 8, 2024Updated last year
- Dataset accompanying the SPECTER model☆143Dec 19, 2022Updated 3 years ago
- A Benchmark of PDF Information Extraction Tools using a Multi-Task and Multi-Domain Evaluation Framework for Academic Documents☆30Dec 8, 2022Updated 3 years ago
- An official implementation of paper "Paragraph2Graph: A Language-independent GNN-based framework for layout analysis"☆81Oct 14, 2023Updated 2 years ago
- Repo for Aspire - A scientific document similarity model based on matching fine-grained aspects of scientific papers.☆54Aug 20, 2023Updated 2 years ago
- Science Parse parses scientific papers (in PDF form) and returns them in structured form.☆697May 26, 2024Updated last year
- SPECTER: Document-level Representation Learning using Citation-informed Transformers☆573Jun 12, 2023Updated 2 years ago
- Facebook contributed classifier for abstracts☆15Dec 8, 2022Updated 3 years ago
- ☆123Feb 24, 2026Updated last month
- ☆34Jan 2, 2024Updated 2 years ago
- A project about benchmarking and evaluating existing PDF extraction tools on their semantic abilities to extract the body texts from PDF …☆69Nov 7, 2020Updated 5 years ago
- Software that makes labeling PDFs easy.☆427May 13, 2024Updated last year
- Python package that offers text scrubbing functionality, providing building blocks for string cleaning as well as normalizing geographica…☆22Aug 26, 2024Updated last year
- DocBankLoader is a dataset loader for DocBank, and can convert DocBank to the Object Detection models' format.☆25Mar 17, 2021Updated 5 years ago
- A script to generate tagged XML Citationstrings for citation parsing☆20Apr 17, 2020Updated 5 years ago
- Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings (EMNLP 2022 paper)☆76Dec 29, 2025Updated 2 months ago
- Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task…☆288Feb 13, 2023Updated 3 years ago
- Apache PDFBox extension for precisely extracting character/symbol locations and identities from born-digital PDF files.☆19Sep 16, 2025Updated 6 months ago
- SciRepEval benchmark training and evaluation scripts☆84Mar 17, 2026Updated last week
- ICDAR 2021 Competition on Scientific Literature Parsing☆35Aug 20, 2020Updated 5 years ago
- an unofficial code for augment-XY-CUT in XYLayoutLM☆30Jul 12, 2022Updated 3 years ago
- Repository to use/train segmentation models for document layout analysis☆19Jan 13, 2022Updated 4 years ago
- 1st Solution For ICDAR 2021 Competition on Mathematical Formula Detection(公式检测冠军方案)☆133Sep 4, 2023Updated 2 years ago
- Scanning Single Shot Detector for Math in Document Images☆133Apr 18, 2023Updated 2 years ago
- ReadingBank: A Benchmark Dataset for Reading Order Detection☆117Aug 26, 2024Updated last year
- Compare accuracies of udpipe models and spacy models which can be used for NLP annotation☆14Feb 11, 2018Updated 8 years ago
- Dataset of PNG images from synthetically generated table layouts with annotations in JSONL files☆152Sep 17, 2025Updated 6 months ago
- A machine learning software for extracting information from scholarly documents☆4,727Updated this week
- ☆483Jul 8, 2025Updated 8 months ago
- Embedding Recycling for Language models☆38Jul 11, 2023Updated 2 years ago