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William Eliot is listed as Recent graduate at University of Massachusetts Amherst (MS). My main interests are artificial intelligence and machine learning. at ELMo, based in Amherst, Massachusetts, United States. AeroLeads shows a matched LinkedIn profile for William Eliot.
William Eliot previously worked as Learning Algorithm and Embedding Scheme at Elmo and Catastrophic Forgetting at Kirkpatrick Et Al.. William Eliot holds Master Of Science - Ms, Computer Science from University Of Massachusetts Amherst.
- Computer science student at University of Massachusetts Amherst- Experience with Java, Javascript, C/C++, Python, SQL- Main interests are AI and machine learning
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Evaluated a learning algorithm using perturbation and explicit character-level representation to improve learning robustness.Evaluated a BERT model on a sentiment analysis task.Incorporated ELMo embeddings to explicitly incorporate character level representations.Characters were realistically perturbed at training time.Found a strong benefit to perturbing characters and a limited benefit to augmented embeddings.
Replicated the findings of “Overcoming Catastrophic forgetting in neural networks” by Kirkpatrick et al., “Learning without Forgetting” by Li et al., and “Continual Learning Through Synaptic Intelligence” by Zenke et al.Explored the possibility of combining techniques to produce even more robust models.
Developed in Python with PyTorch.Explores the use of a penalized loss function to learn convolution-like structures by penalizing the distance between neurons.
Amherst, Massachusetts, United States
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William Eliot works for ELMo.
William Eliot is listed as Recent graduate at University of Massachusetts Amherst (MS). My main interests are artificial intelligence and machine learning. at ELMo.
William Eliot is based in Amherst, Massachusetts, United States while working with ELMo.
William Eliot has worked for Elmo, Kirkpatrick Et Al., Python, and Freelance.
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William Eliot holds Master Of Science - Ms, Computer Science from University Of Massachusetts Amherst.
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