Revisiting SVD to generate powerful Node Embeddings for Recommendation Systems

no code implementations • 5 Oct 2021 • Amar Budhiraja

Graph Representation Learning (GRL) is an upcoming and promising area in recommendation systems.

Graph Representation Learning Recommendation Systems

The State and Fate of Linguistic Diversity and Inclusion in the NLP World

1 code implementation • ACL 2020 • Pratik Joshi, Sebastin Santy, Amar Budhiraja, Kalika Bali, Monojit Choudhury

Language technologies contribute to promoting multilingualism and linguistic diversity around the world.

Rich-Item Recommendations for Rich-Users: Exploiting Dynamic and Static Side Information

no code implementations • 28 Jan 2020 • Amar Budhiraja, Gaurush Hiranandani, Darshak Chhatbar, Aditya Sinha, Navya Yarrabelly, Ayush Choure, Oluwasanmi Koyejo, Prateek Jain

In this paper, we study the problem of recommendation system where the users and items to be recommended are rich data structures with multiple entity types and with multiple sources of side-information in the form of graphs.

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