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Mustafa Suleyman

2 accepted papers

2015

Learning to Transduce with Unbounded Memory

NeurIPS 2015poster

Recently, strong results have been demonstrated by Deep Recurrent Neural Networks on natural language transduction problems. In this paper we explore the representational power of these models using synthetic grammars designed to exhibit phenomena similar to those found in real transduction problems…

Cited by 353SourcePDFScholar
2015

Teaching Machines to Read and Comprehend

NeurIPS 2015poster

Teaching machines to read natural language documents remains an elusive challenge. Machine reading systems can be tested on their ability to answer questions posed on the contents of documents that they have seen, but until now large scale training and test datasets have been missing for this type o…