Search Results for author: Sourav Mukherjee

Found 3 papers, 0 papers with code

Determining Standard Occupational Classification Codes from Job Descriptions in Immigration Petitions

no code implementations30 Sep 2021 Sourav Mukherjee, David Widmark, Vince DiMascio, Tim Oates

Accurate specification of standard occupational classification (SOC) code is critical to the success of many U. S. work visa applications.

Immigration Document Classification and Automated Response Generation

no code implementations29 Sep 2020 Sourav Mukherjee, Tim Oates, Vince DiMascio, Huguens Jean, Rob Ares, David Widmark, Jaclyn Harder

In this paper, we consider the problem of organizing supporting documents vital to U. S. work visa petitions, as well as responding to Requests For Evidence (RFE) issued by the U. S.~Citizenship and Immigration Services (USCIS).

Classification Document Classification +2

Graph Node Embeddings using Domain-Aware Biased Random Walks

no code implementations8 Aug 2019 Sourav Mukherjee, Tim Oates, Ryan Wright

In this paper, we demonstrate that semantic information can play a useful role in computing graph embeddings.

BIG-bench Machine Learning Graph Embedding

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