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Matthew Phillips

Building a Modern Data Stack at Doma

Machine learning can deliver an incredible amount of value to business. Doma is a…
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Apoorv Sharma

Neural Language Models as Domain-Specific Knowledge Bases

The fundamental challenge of natural language processing (NLP) is resolution of the…
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Ying Jiang

Understanding BERT’s Semantic Interpretations

At Doma, we use natural language processing (NLP) as part of our mission to bring…
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Article

Building an Information Extractor with BERT

Information extraction is the process of extracting structured information from free-form…
11 minute read
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Article

Data Augmentation with Copy-Paste

One of the overarching themes for Data Science at Doma is generalizability. This…
11 minute read
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Article

Property-Level Decisioning as Protector of Financial Data Privacy

Social Media Marketing and Financial Decision Science are Two Sides of the Same Coin …
7 minute read
int(2494)
Article

Neural Language Models as Domain-Specific Knowledge Bases

The fundamental challenge of natural language processing (NLP) is resolution of the…
11 minute read
int(2485)
Article

Understanding BERT’s Semantic Interpretations

At Doma, we use natural language processing (NLP) as part of our mission to bring…
11 minute read
int(2464)
Article

Building a Modern Data Stack at Doma

Machine learning can deliver an incredible amount of value to business. Doma is a…
6 minute read
int(2460)
Article

Stochastic Growth: Becoming an Effective Data Scientist with Grit

In the course of three years, Doma has evolved into a top 10 provider of real estate…
7 minute read
int(2452)
Article

The Galactic Adventures of Mark V. Shaney

One of the most talented and profound colleagues I’ve had in my life has not been…
9 minute read