Search Results for author: Allison Hegel

Found 3 papers, 1 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

Substance over Style: Document-Level Targeted Content Transfer

1 code implementation EMNLP 2020 Allison Hegel, Sudha Rao, Asli Celikyilmaz, Bill Dolan

Existing language models excel at writing from scratch, but many real-world scenarios require rewriting an existing document to fit a set of constraints.

Language Modelling Sentence +1

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