Search Results for author: Daisy Rosenblum

Found 2 papers, 1 papers with code

Lexically Aware Semi-Supervised Learning for OCR Post-Correction

1 code implementation4 Nov 2021 Shruti Rijhwani, Daisy Rosenblum, Antonios Anastasopoulos, Graham Neubig

In addition, to enforce consistency in the recognized vocabulary, we introduce a lexically-aware decoding method that augments the neural post-correction model with a count-based language model constructed from the recognized texts, implemented using weighted finite-state automata (WFSA) for efficient and effective decoding.

Language Modelling Optical Character Recognition

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