3 papers
cs.CL2022
Projection: A Mixed-Initiative Research Process
Austin Silveria
Communication of dense information between humans and machines is relatively low bandwidth. Many modern search and recommender systems operate as machine learning black boxes, givi…
cs.DB2020
GraphQL Live Querying with DynamoDB
Austin Silveria
We present a method of implementing GraphQL live queries at the database level. Our DynamoDB simulation in Go mimics a distributed key-value store and implements live queries to ex…
cs.CL2020
Exploratory Search with Sentence Embeddings
Austin Silveria
Exploratory search aims to guide users through a corpus rather than pinpointing exact information. We propose an exploratory search system based on hierarchical clusters and docume…