Concepedia

Luke Vilnis

LV

14

Publications

1.6K

Citations

13

H-Index

2013

Active since

Affiliations

University of Massachusetts Amherst(Current)

Luke Vilnis is an author at University of Massachusetts Amherst specializing in engineering, natural language processing, and data science.

Top concepts

EngineeringNatural Language ProcessingData ScienceKnowledge DiscoveryComputational LinguisticsLanguageLinguisticsText MiningMachine LearningMachine Translation

Publications per year

2013–2020

14

Publications

14

Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning

Rajarshi Das, Shehzaad Dhuliawala, Manzil Zaheer et al. · arXiv (Cornell University) · 2017 · 356 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Generating Sentences from a Continuous Space

Samuel R. Bowman, Luke Vilnis, Oriol Vinyals et al. · 2016 · 341 citations · Full text

Adding Gradient Noise Improves Learning for Very Deep Networks

Arvind Neelakantan, Luke Vilnis, Quoc V. Le et al. · arXiv (Cornell University) · 2015 · 265 citations · Full text

Llm Fine-tuning, Convolutional Neural Network, Engineering +16

Word Representations via Gaussian Embedding

Luke Vilnis, Andrew McCallum · arXiv (Cornell University) · 2015 · 188 citations · Full text

Engineering, Machine Learning, Cross-lingual Representation +18

Word Representations via Gaussian Embedding

Luke Vilnis, Andrew McCallum · arXiv (Cornell University) · 2014 · 156 citations · Full text

Engineering, Machine Learning, Cross-lingual Representation +18

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