Search Results for author: Kelly Zhang

Found 3 papers, 2 papers with code

Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling

1 code implementation11 Apr 2023 Susobhan Ghosh, Raphael Kim, Prasidh Chhabria, Raaz Dwivedi, Predrag Klasnja, Peng Liao, Kelly Zhang, Susan Murphy

We use a working definition of personalization and introduce a resampling-based methodology for investigating whether the personalization exhibited by the RL algorithm is an artifact of the RL algorithm stochasticity.

Decision Making Reinforcement Learning (RL)

Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis

no code implementations WS 2018 Kelly Zhang, Samuel Bowman

Recently, researchers have found that deep LSTMs trained on tasks like machine translation learn substantial syntactic and semantic information about their input sentences, including part-of-speech.

CCG Supertagging Language Modelling +4

Adversarially Regularized Autoencoders

6 code implementations13 Jun 2017 Jake Zhao, Yoon Kim, Kelly Zhang, Alexander M. Rush, Yann Lecun

This adversarially regularized autoencoder (ARAE) allows us to generate natural textual outputs as well as perform manipulations in the latent space to induce change in the output space.

Representation Learning Style Transfer

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