thehardwarestore.ai

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eLifePathways/sciencebeam-parser ★ 299 32 APPLICATION

ScienceBeam Parser is a scientific document parsing library and service that converts PDF/DOCX documents into structured formats (TEI/JATS XML) using machine learning models. It provides a FastAPI-based web service with GROBID-compatible endpoints, a CLI for training data generation, and a modular pipeline of models for segmentation, header, citation, reference extraction, etc. The system includes benchmarking tools for performance evaluation against GROBID baselines and training utilities for model improvement. While it contains research-oriented components (benchmarking, training), its primary character is as a deployable application/library for document processing.

RATING: 7.4/10 MAINT: maintained DRIFT: low
#document-parsing #tei-jats-conversion #ml-pipeline #fastapi-service #lazy-loading #opentelemetry #sequence-labeling #sciencebeam #grobid
▸ 4 reusable components found
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