4 citations · 7 across the 2 of their papers we have counts for
3 papers
Rethinking Language Models as Symbolic Knowledge Graphs
Vishwas Mruthyunjaya, Pouya Pezeshkpour, Estevam Hruschka +1
Symbolic knowledge graphs (KGs) play a pivotal role in knowledge-centric applications such as search, question answering and recommendation. As contemporary language models (LMs) t…
Improved Robust ASR for Social Robots in Public Spaces
Charles Jankowski, Vishwas Mruthyunjaya, Ruixi Lin
Social robots deployed in public spaces present a challenging task for ASR because of a variety of factors, including noise SNR of 20 to 5 dB. Existing ASR models perform well for…
Multi-Layer Ensembling Techniques for Multilingual Intent Classification
Charles Costello, Ruixi Lin, Vishwas Mruthyunjaya +2
In this paper we determine how multi-layer ensembling improves performance on multilingual intent classification. We develop a novel multi-layer ensembling approach that ensembles…