
Speeding up Computational Morphogenesis with Online Neural Synthetic Gradients
A wide range of modern science and engineering applications are formulat...
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DDRQA: Dynamic Document Reranking for Opendomain Multihop Question Answering
Opendomain multihop question answering (QA) requires to retrieve multi...
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Question Directed Graph Attention Network for Numerical Reasoning over Text
Numerical reasoning over texts, such as addition, subtraction, sorting a...
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DCBERT: Decoupling Question and Document for Efficient Contextual Encoding
Recent studies on opendomain question answering have achieved prominent...
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Efficient Probabilistic Logic Reasoning with Graph Neural Networks
Markov Logic Networks (MLNs), which elegantly combine logic rules and pr...
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Can Graph Neural Networks Help Logic Reasoning?
Effectively combining logic reasoning and probabilistic inference has be...
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KG^2: Learning to Reason Science Exam Questions with Contextual Knowledge Graph Embeddings
The AI2 Reasoning Challenge (ARC), a new benchmark dataset for question ...
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Variational Reasoning for Question Answering with Knowledge Graph
Knowledge graph (KG) is known to be helpful for the task of question ans...
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Learning Combinatorial Optimization Algorithms over Graphs
The design of good heuristics or approximation algorithms for NPhard co...
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Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks
Click prediction is one of the fundamental problems in sponsored search....
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Yuyu Zhang
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