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Neural word and entity embeddings for ad hoc retrieval
سال: 2018
خلاصه:
Learning low dimensional dense representations of the vocabularies of a corpus, known as neural embeddings, has gained much attention in the information retrieval community. While there have been several successful attempts at integrating embeddings...
Impact of Document Representation on Neural Ad hoc Retrieval
سال: 2018
خلاصه:
Neural embeddings have been effectively integrated into information retrieval tasks including ad hoc retrieval. One of the benefits of neural embeddings is they allow for the calculation of the similarity between queries and documents through vector...