1 citations · 2 across the 2 of their papers we have counts for
3 papers
cs.CL2022★ 1 cited
DeeperDive: The Unreasonable Effectiveness of Weak Supervision in Document Understanding A Case Study in Collaboration with UiPath Inc
Emad Elwany, Allison Hegel, Marina Shah +3
Weak supervision has been applied to various Natural Language Understanding tasks in recent years. Due to technical challenges with scaling weak supervision to work on long-form do…
cs.CL2021★ 1 cited
The Law of Large Documents: Understanding the Structure of Legal Contracts Using Visual Cues
Allison Hegel, Marina Shah, Genevieve Peaslee +2
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 t…
cs.CL2020
Substance over Style: Document-Level Targeted Content Transfer
Allison Hegel, Sudha Rao, Asli Celikyilmaz +1
Existing language models excel at writing from scratch, but many real-world scenarios require rewriting an existing document to fit a set of constraints. Although sentence-level re…