Search Results for author: Nicholas Harris

Found 2 papers, 0 papers with code

Enhancing Embedding Performance through Large Language Model-based Text Enrichment and Rewriting

no code implementations18 Apr 2024 Nicholas Harris, Anand Butani, Syed Hashmy

Embedding models are crucial for various natural language processing tasks but can be limited by factors such as limited vocabulary, lack of context, and grammatical errors.

Language Modelling Large Language Model

Adaptive Block Floating-Point for Analog Deep Learning Hardware

no code implementations12 May 2022 Ayon Basumallik, Darius Bunandar, Nicholas Dronen, Nicholas Harris, Ludmila Levkova, Calvin Mccarter, Lakshmi Nair, David Walter, David Widemann

Analog mixed-signal (AMS) devices promise faster, more energy-efficient deep neural network (DNN) inference than their digital counterparts.

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