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Ivan P. Yamshchikov - IEEE Xplore Author Profile

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Defining relevant concepts from scientific texts is always challenging because of the complex and large amount of information, especially in fast-growing disciplines. We propose SPIDER (Scientific Publication Indexing and Definition Extraction Resource), a tool that can automatically index and define scientific papers in portable document format (PDF) and text format. The primary task of SPIDER is...Show More
This paper addresses the problem of stylized text generation in a multilingual setup. A version of a language model based on a long short-term memory (LSTM) artificial neural network with extended phonetic and semantic embeddings is used for stylized poetry generation. The quality of the resulting poems generated by the network is estimated through bilingual evaluation understudy (BLEU), a survey ...Show More