Rethinking Language Models as Symbolic Knowledge Graphs

no code implementations • 25 Aug 2023 • Vishwas Mruthyunjaya, Pouya Pezeshkpour, Estevam Hruschka, Nikita Bhutani

Despite these advancements, there is a void in comprehensively evaluating whether LMs can encompass the intricate topological and semantic attributes of KGs, attributes crucial for reasoning processes.

Knowledge Graphs Question Answering

Improved Robust ASR for Social Robots in Public Spaces

no code implementations • 14 Jan 2020 • 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.

Multi-Layer Ensembling Techniques for Multilingual Intent Classification

no code implementations • 20 Jun 2018 • Charles Costello, Ruixi Lin, Vishwas Mruthyunjaya, Bettina Bolla, Charles Jankowski

In this paper we determine how multi-layer ensembling improves performance on multilingual intent classification.

Classification General Classification +2