Query: title:(Hash embeddings for efficient word representations), Author: Svenstrup

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title:(Hash embeddings for efficient word representations) Author: Svenstrup

Boolean:	`(bicycle AND helmet) OR (head AND protection)` (always group AND in parenthesis)
Title:	`title:(climate change)`
Author:	`author:("bohr niels" OR "bohr n")` (avoid only full first name)
Phrase:	`"water pump control"` (does not work with wildcards)
Wildcards:	`wom?n pharm*`

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Interpreted as:

title:(Hash AND embeddings AND for AND efficient AND word AND representations)

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10 items by relevance

1 Conference paper

Hash embeddings for efficient word representations

Svenstrup, Dan Tito; Hansen, Jonas Meinertz; Winther, Ole

Proceedings of the 31st International Conference on Neural Information Processing Systems — 2017, pp. 4929-4937

We present hash embeddings, an efficient method for representing words in a continuous vector form. A hash embedding may be seen as an interpolation between a standard word embedding and a word embedding created using a random hash function (the hashing trick). In hash embeddings each token

Year: 2017

Language: English

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mcoj gb flnapdhiek

2 Preprint article

Hash Embeddings for Efficient Word Representations

Svenstrup, Dan; Hansen, Jonas Meinertz; Winther, Ole