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Found 6 papers, 2 papers with code
EfficientOCR: An Extensible, Open-Source Package for Efficiently Digitizing World Knowledge
Given the diversity and sheer quantity of public domain texts, liberating them at scale requires optical character recognition (OCR) that is accurate, extremely cheap to deploy, and sample-efficient to customize to novel collections, languages, and character sets.
LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models
By combining transformer language models with intuitive APIs that will be familiar to many users of popular string matching packages, LinkTransformer aims to democratize the benefits of LLMs among those who may be less familiar with deep learning frameworks.
American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers
The resulting American Stories dataset provides high quality data that could be used for pre-training a large language model to achieve better understanding of historical English and historical world knowledge.
Quantifying Character Similarity with Vision Transformers
Not all character substitutions are equally probable, and for some settings there are widely used handcrafted lists denoting which string substitutions are more likely, that improve the accuracy of string matching.
Linking Representations with Multimodal Contrastive Learning
CLIPPINGS outperforms widely used string matching methods by a wide margin and also outperforms unimodal methods.
