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Open Question Answering over Tables and Text
In open question answering (QA), the answer to a question is produced by...
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The gem5 Simulator: Version 20.0+
The open-source and community-supported gem5 simulator is one of the mos...
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GAT-GMM: Generative Adversarial Training for Gaussian Mixture Models
Generative adversarial networks (GANs) learn the distribution of observe...
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HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data
Existing question answering datasets focus on dealing with homogeneous i...
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Meta Module Network for Compositional Visual Reasoning
There are two main lines of research on visual reasoning: neural module ...
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Fine-tune Bert for DocRED with Two-step Process
Modelling relations between multiple entities has attracted increasing a...
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How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection
With the rapid development in deep learning, deep neural networks have b...
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Scene Graph Generation via Conditional Random Fields
Despite the great success object detection and segmentation models have ...
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Enhancing the Robustness of Prior Network in Out-of-Distribution Detection
With the recent surge of interests in deep neural networks, more real-wo...
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MOHONE: Modeling Higher Order Network Effects in KnowledgeGraphs via Network Infused Embeddings
Many knowledge graph embedding methods operate on triples and are theref...
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Variational Knowledge Graph Reasoning
Inferring missing links in knowledge graphs (KG) has attracted a lot of ...
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Safer Classification by Synthesis
The discriminative approach to classification using deep neural networks...
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