MATCHER Data-Driven Innovation 2024

2 Apr – 28 Nov 2024 | Italy

Hongyin Luo

Co-founder at Salieri AI

Salieri AI

Cambridge, United States

1 profile visitStartup/Scaleup representative (MATCH.POINT)

MIT Ph.D. in natural language processing and self-training algorithms. Developing efficient, transparent, and trustworthy AI.

My organisation

Salieri AI

Salieri AI

Startup / Scaleup

Boston, United States

Developer of Artificial Intelligence (AI) tools intended to generative AI with first-principle grounded neural networks. The company tools allow clients to connect their models to knowledge graphs and reason engines, providing clients with precise data retrieval, transparent decision-making, and streamlined processes
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About me

Hongyin is a postdoctoral associate at MIT CSAIL, working with Dr. Jim Glass in the spoken language systems (SLS) group. He completed his Ph.D. at MIT EECS in May 2022, working on self-training for natural language processing.

His research focuses on improving the efficiency, transparency, and reasoning ability of language models. His latest research has combined natural language with different formal reasoning engines, including entailment models and program interpreters. He has built small language models outperforming GPT3-175B with 1/500 computation, self-denoising language models that handles noises of search engines, and natural language embedded programs that achieves accurate reasoning without task-specific examples.

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