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05/04/2022
Language Models in the Loop: Incorporating Prompting into Weak Supervision
We propose a new strategy for applying large pre-trained language models...
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01/16/2019
Learning from Dialogue after Deployment: Feed Yourself, Chatbot!
The majority of conversations a dialogue agent sees over its lifetime oc...
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12/02/2018
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale
Labeling training data is one of the most costly bottlenecks in developi...
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10/05/2018
Training Complex Models with Multi-Task Weak Supervision
As machine learning models continue to increase in complexity, collectin...
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06/30/2018
Title Generation for Web Tables
Descriptive titles provide crucial context for interpreting tables that ...
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05/10/2018