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Showing 2023 · cs.CLShow all
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cs.CL2023
Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation
Itay Yair, Hillel Taub-Tabib, Yoav Goldberg
Information extraction systems often produce hundreds to thousands of strings on a specific topic. We present a method that facilitates better consumption of these strings, in an e…
cs.CL2023★ 11 cited
Toward a Period-Specific Optimized Neural Network for OCR Error Correction of Historical Hebrew Texts
Omri Suissa, Maayan Zhitomirsky-Geffet, Avshalom Elmalech
Over the past few decades, large archives of paper-based historical documents, such as books and newspapers, have been digitized using the Optical Character Recognition (OCR) techn…
cs.CL2023★ 4 cited
Around the GLOBE: Numerical Aggregation Question-Answering on Heterogeneous Genealogical Knowledge Graphs with Deep Neural Networks
Omri Suissa, Maayan Zhitomirsky-Geffet, Avshalom Elmalech
One of the key AI tools for textual corpora exploration is natural language question-answering (QA). Unlike keyword-based search engines, QA algorithms receive and process natural…