4 citations · 8 across the 3 of their papers we have counts for
7 papers
Semantic maps and metrics for science Semantic maps and metrics for science using deep transformer encoders
Brendan Chambers, James Evans
The growing deluge of scientific publications demands text analysis tools that can help scientists and policy-makers navigate, forecast and beneficially guide scientific research.…
Accelerating science with human versus alien artificial intelligences
Jamshid Sourati, James Evans
Data-driven artificial intelligence models fed with published scientific findings have been used to create powerful prediction engines for scientific and technological advance, suc…
Social Centralization and Semantic Collapse: Hyperbolic Embeddings of Networks and Text
Linzhuo Li, Lingfei Wu, James Allen Evans
Modern advances in transportation and communication technology from airplanes to the internet alongside global expansions of media, migration, and trade have made the modern world…
Simple Surveys: Response Retrieval Inspired by Recommendation Systems
Nandana Sengupta, Nati Srebro, James Evans
In the last decade, the use of simple rating and comparison surveys has proliferated on social and digital media platforms to fuel recommendations. These simple surveys and their e…
Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds
Tingran Gao, Shahab Asoodeh, Yi Huang +1
Inspired by recent interests of developing machine learning and data mining algorithms on hypergraphs, we investigate in this paper the semi-supervised learning algorithm of propag…
Curvature of Hypergraphs via Multi-Marginal Optimal Transport
Shahab Asoodeh, Tingran Gao, James Evans
We introduce a novel definition of curvature for hypergraphs, a natural generalization of graphs, by introducing a multi-marginal optimal transport problem for a naturally defined…