Karl Moritz Hermann
4 papers in the PaperMetrix corpus
Papers by this author
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Latent Predictor Networks for Code Generation
2016 · arXiv (Cornell University)
Many language generation tasks require the production of text conditioned on both structured and unstructured inputs. We present a novel neural network architecture which generates an output sequence conditioned on an arbitrary number of input …
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Teaching Machines to Read and Comprehend
2015 · arXiv (Cornell University)
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 …
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Reasoning about Entailment with Neural Attention
2015 · arXiv (Cornell University)
While most approaches to automatically recognizing entailment relations have used classifiers employing hand engineered features derived from complex natural language processing pipelines, in practice their performance has been only slightly better than bag-of-word pair classifiers …
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The NarrativeQA Reading Comprehension Challenge
2018 · Transactions of the Association for Computational Linguistics
Reading comprehension (RC)—in contrast to information retrieval—requires integrating information and reasoning about events, entities, and their relations across a full document. Question answering is conventionally used to assess RC ability, in both artificial agents and …