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06/09/2021
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering
We present an end-to-end differentiable training method for retrieval-au...
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02/19/2021
A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective
Drug discovery and development is an extremely complex process, with hig...
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10/22/2020
Stronger Transformers for Neural Multi-Hop Question Generation
Prior work on automated question generation has almost exclusively focus...
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08/20/2020
Do Syntax Trees Help Pre-trained Transformers Extract Information?
Much recent work suggests that incorporating syntax information from dep...
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06/21/2020
A Universal Representation Transformer Layer for Few-Shot Image Classification
Few-shot classification aims to recognize unseen classes when presented ...
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10/14/2019
Actor Critic with Differentially Private Critic
Reinforcement learning algorithms are known to be sample inefficient, an...
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05/25/2019