Search Results for author: Emad Elwany

Found 4 papers, 0 papers with code

The Law of Large Documents: Understanding the Structure of Legal Contracts Using Visual Cues

no code implementations16 Jul 2021 Allison Hegel, Marina Shah, Genevieve Peaslee, Brendan Roof, Emad Elwany

Large, pre-trained transformer models like BERT have achieved state-of-the-art results on document understanding tasks, but most implementations can only consider 512 tokens at a time.

Attribute document understanding +1

BERT Goes to Law School: Quantifying the Competitive Advantage of Access to Large Legal Corpora in Contract Understanding

no code implementations NeurIPS Workshop Document_Intelligen 2019 Emad Elwany, Dave Moore, Gaurav Oberoi

Fine-tuning language models, such as BERT, on domain specific corpora has proven to be valuable in domains like scientific papers and biomedical text.

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