106 citations · 141 across the 4 of their papers we have counts for
4 papers
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…
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…
BERT Goes to Law School: Quantifying the Competitive Advantage of Access to Large Legal Corpora in Contract Understanding
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. In this paper, we show that f…
Calendar.help: Designing a Workflow-Based Scheduling Agent with Humans in the Loop
Justin Cranshaw, Emad Elwany, Todd Newman +5
Although information workers may complain about meetings, they are an essential part of their work life. Consequently, busy people spend a significant amount of time scheduling mee…