Deep Sentence Embedding Using Long ShortTerm Memory Networks

Thispaperdevelopsamodelthataddresses sentenceembedding,ahottopicincurrentnaturallanguage processingresearch,usingrecurrentneuralnetworks (RNN)withLongShort-TermMemory(LSTM)cells.The proposedLSTM-RNNmodelsequentiallytakeseachword inasentence,extractsitsinformation