Search Results for author: Nicholas Dronen

Found 4 papers, 1 papers with code

How Lexical is Bilingual Lexicon Induction?

no code implementations5 Apr 2024 Harsh Kohli, Helian Feng, Nicholas Dronen, Calvin Mccarter, Sina Moeini, Ali Kebarighotbi

In contemporary machine learning approaches to bilingual lexicon induction (BLI), a model learns a mapping between the embedding spaces of a language pair.

Bilingual Lexicon Induction

Look-ups are not (yet) all you need for deep learning inference

1 code implementation12 Jul 2022 Calvin Mccarter, Nicholas Dronen

Fast approximations to matrix multiplication have the potential to dramatically reduce the cost of neural network inference.

Image Classification

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.

Quantization

Effective sampling for large-scale automated writing evaluation systems

no code implementations17 Dec 2014 Nicholas Dronen, Peter W. Foltz, Kyle Habermehl

Automated writing evaluation (AWE) has been shown to be an effective mechanism for quickly providing feedback to students.

Automated Writing Evaluation

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