Embeddings.jl: easy access to pretrained word embeddings from Julia
نویسندگان
چکیده
منابع مشابه
From Word Embeddings to Item Recommendation
Social network platforms can archive data produced by their users. Then, the archived data is used to provide better services to the users. One of the services that these platforms provide is the recommendation service. Recommendation systems can predict the future preferences of users using various different techniques. One of the most popular technique for recommendation is matrix-factorizati...
متن کاملFrom Word Embeddings To Document Distances
We present the Word Mover’s Distance (WMD), a novel distance function between text documents. Our work is based on recent results in word embeddings that learn semantically meaningful representations for words from local cooccurrences in sentences. The WMD distance measures the dissimilarity between two text documents as the minimum amount of distance that the embedded words of one document nee...
متن کاملLearning Word Embeddings from Speech
In this paper, we propose a novel deep neural network architecture, Sequence-toSequence Audio2Vec, for unsupervised learning of fixed-length vector representations of audio segments excised from a speech corpus, where the vectors contain semantic information pertaining to the segments, and are close to other vectors in the embedding space if their corresponding segments are semantically similar...
متن کاملMaterial to “ Dynamic Word Embeddings ”
L=10 vocabulary size L′=103 batch size for smoothing d=100 embedding dimension for SoU and Twitter d=200 embedding dimension for Google books Ntr =5000 number of training steps for each t (filtering) N ′ tr =5000 number of pretraining steps with minibatch sampling (smoothing; see Algorithm 2) Ntr =1000 number of training steps without minibatch sampling (smoothing; see Algorithm 2) cmax =4 cont...
متن کاملEasy access to antifungal agents.
Vulvovaginal candidiasis is a common problem; at one time or another most women experience at least one episode of this bothersome condition. For the past several years, the pharmaceutical industry has convinced women that this condition is easily treated and that they should recognize the symptoms of vulvovaginal candidiasis. Thus women have had access to a variety of intravaginal antifungal a...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Open Source Software
سال: 2019
ISSN: 2475-9066
DOI: 10.21105/joss.01013