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12/26/2021
New Methods Metrics for LFQA tasks
Long-form question answering (LFQA) tasks require retrieving the documen...
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05/18/2020
Modeling Graphs Using a Mixture of Kronecker Models
Generative models for graphs are increasingly becoming a popular tool fo...
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04/22/2020
Discretized Bottleneck in VAE: Posterior-Collapse-Free Sequence-to-Sequence Learning
Variational autoencoders (VAEs) are important tools in end-to-end repres...
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04/24/2018
Learning Manifolds from Non-stationary Streaming Data
Streaming adaptations of manifold learning based dimensionality reductio...
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10/17/2017
S-Isomap++: Multi Manifold Learning from Streaming Data
Manifold learning based methods have been widely used for non-linear dim...
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11/13/2016