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01/28/2022
On the Hidden Biases of Policy Mirror Ascent in Continuous Action Spaces
We focus on parameterized policy search for reinforcement learning over ...
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11/16/2020
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases
Existing studies on question answering on knowledge bases (KBQA) mainly ...
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06/16/2020
Deep Multimodal Transfer-Learned Regression in Data-Poor Domains
In many real-world applications of deep learning, estimation of a target...
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12/22/2018
TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering
Taxonomy construction is not only a fundamental task for semantic analys...
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11/16/2018
Mining Entity Synonyms with Efficient Neural Set Generation
Mining entity synonym sets (i.e., sets of terms referring to the same en...
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08/21/2018