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Aram Galstyan

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Deep Structured Neural Network for Event Temporal Relation Extraction

Sep 22, 2019
Rujun Han, I-Hung Hsu, Mu Yang, Aram Galstyan, Ralph Weischedel, Nanyun Peng

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A Survey on Bias and Fairness in Machine Learning

Sep 17, 2019
Ninareh Mehrabi, Fred Morstatter, Nripsuta Saxena, Kristina Lerman, Aram Galstyan

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Stacking Models for Nearly Optimal Link Prediction in Complex Networks

Sep 17, 2019
Amir Ghasemian, Homa Hosseinmardi, Aram Galstyan, Edoardo M. Airoldi, Aaron Clauset

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Nearly-Unsupervised Hashcode Representations for Relation Extraction

Sep 09, 2019
Sahil Garg, Aram Galstyan, Greg Ver Steeg, Guillermo Cecchi

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Efficient Covariance Estimation from Temporal Data

May 30, 2019
Hrayr Harutyunyan, Daniel Moyer, Hrant Khachatrian, Greg Ver Steeg, Aram Galstyan

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MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing

May 28, 2019
Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, Aram Galstyan

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MixHop: Higher-Order Graph Convolution Architectures via Sparsified Neighborhood Mixing

Apr 30, 2019
Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Hrayr Harutyunyan, Nazanin Alipourfard, Kristina Lerman, Greg Ver Steeg, Aram Galstyan

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Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings

Apr 24, 2019
Sarik Ghazarian, Johnny Tian-Zheng Wei, Aram Galstyan, Nanyun Peng

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Exact Rate-Distortion in Autoencoders via Echo Noise

Apr 15, 2019
Rob Brekelmans, Daniel Moyer, Aram Galstyan, Greg Ver Steeg

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