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Need help? Advanced Search. Add to Cart Add to Cart. Remove This Item. Total Products. View my Wishlist. Skip to the beginning of the images gallery. In stock. SKU Original type labels and high quality construction. A gauntlet with a slant zipper, imported. GloVe is an unsupervised learning algorithm for obtaining vector representations for words. Training is performed on aggregated global word-word co-occurrence statistics from a corpus, and the resulting representations showcase interesting linear substructures of the word vector space.

The Euclidean distance or cosine similarity between two word vectors provides an effective method for measuring the linguistic or semantic similarity of the corresponding words.

Sometimes, the nearest neighbors according to this metric reveal rare but relevant words that lie outside an average human's vocabulary. For example, here are the closest words to the target word frog :. Linear substructures The similarity metrics used for nearest neighbor evaluations produce a single scalar that quantifies the relatedness of two words. This simplicity can be problematic since two given words almost always exhibit more intricate relationships than can be captured by a single number.

For example, man may be regarded as similar to woman in that both words describe human beings; on the other hand, the two words are often considered opposites since they highlight a primary axis along which humans differ from one another. In order to capture in a quantitative way the nuance necessary to distinguish man from woman , it is necessary for a model to associate more than a single number to the word pair.

A natural and simple candidate for an enlarged set of discriminative numbers is the vector difference between the two word vectors. GloVe is designed in order that such vector differences capture as much as possible the meaning specified by the juxtaposition of two words. The underlying concept that distinguishes man from woman , i. To state this observation mathematically, we might expect that the vector differences man - woman , king - queen , and brother - sister might all be roughly equal.

This property and other interesting patterns can be observed in the above set of visualizations. The GloVe model is trained on the non-zero entries of a global word-word co-occurrence matrix, which tabulates how frequently words co-occur with one another in a given corpus.

Populating this matrix requires a single pass through the entire corpus to collect the statistics. For large corpora, this pass can be computationally expensive, but it is a one-time up-front cost. Subsequent training iterations are much faster because the number of non-zero matrix entries is typically much smaller than the total number of words in the corpus.

Honestly, what is fancier than leather and cashmere? This pair from Nordstrom combines them both so you can give your hands a serious dose of luxury. With buttery-soft leather and fleece lining to pack in the heat, this buckled style exudes an equestrian vibe that we think would pair perfectly with knee-high riding boots and a chunky cable-knit sweater.

We love that these also come in a rich emerald, dusty gray and a sandy beige for those of us looking to mix things up from the usual black. Plus, each pair is made with a ribbed knit cuff to help crank up the heat and also keep them nice and snug on your wrists.

Looking for a pair that exudes a cool, rocker girl sort of energy? Just imagine these paired with an oversized leather jacket, some black boyfriend jeans and a pair of chunky black boots.

Forget about trying to avoid getting rain and snow spots on your new gloves. These bad boys are not only water-resistant but also able to be hand-washed, so you can wipe them clean of any dirt and grime with ease. Also available in camel and wine, these babies have a vintage vibe straight from the 50s with modern features like touch screen sensitivity. Two words: satin lining. Feel free to send this to your S.

The gold zipper adds a cute touch to this pair , too. Does Hand Sanitizer Work? We Ask Hamptons Chicago San Francisco. Connect With Us. Are you sure you want to remove this item from your Recipe Box? Create a Password Forgot your password? Enter your registered email below!

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