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In natural language processing, a word embedding is a representation of a word. The embedding is used in text analysis.Typically, the representation is a real-valued vector that encodes the meaning of the word in such a way that the words that are closer in the vector space are expected to be similar in meaning. [1]
The Slow Sync flash, 4K 60fps, and 1080p 240 fps options are new features for the 8 and 8 Plus, over the options available on the iPhone 7 and 7 Plus. The iPhone 8 Plus, like the iPhone 7 Plus, adds a second, telephoto, lens. A new AI-driven option is available for the iPhone 8 Plus, called Portrait Lighting--making use of the more capable ...
8+: iPhone 6/6 Plus and later (iPhone 5 and later if used with Apple Watch), limited to Apple Pay: Samsung Pay: No: No: Huawei Pay Tethering Mobile Wi-Fi Hotspot, USB, Bluetooth: 4.3+: Personal Hotspot (Wi-Fi, Bluetooth, USB; carrier dependent) microUSB, Bluetooth 3.0, Mobile Wi-Fi Hotspot: Mobile Wi-Fi Hotspot, USB, Bluetooth: Mobile Wi-Fi Hotspot
[6] Word2vec was created, patented, [7] and published in 2013 by a team of researchers led by Mikolov at Google over two papers. [1] [2] The original paper was rejected by reviewers for ICLR conference 2013. It also took months for the code to be approved for open-sourcing. [8] Other researchers helped analyse and explain the algorithm. [4]
In practice however, BERT's sentence embedding with the [CLS] token achieves poor performance, often worse than simply averaging non-contextual word embeddings. SBERT later achieved superior sentence embedding performance [8] by fine tuning BERT's [CLS] token embeddings through the usage of a siamese neural network architecture on the SNLI dataset.
The top and side of an iPhone 5S, externally identical to the SE (2016).From left to right, sides: wake/sleep button, silence switch, volume up, and volume down. The touchscreen on the iPhone has increased in size several times over the years, from 3.5 inches on the original iPhone to iPhone 4S, to the current 6.1 and 6.7 inches on the iPhone 14 and 14 Pro series. [1]
The XS Max introduced a larger 6.5-inch screen. The iPhone XR included a 6.1-inch LCD "Liquid Retina" display, with a "bezel-less" design similar to the iPhone X, but does not include a second telephoto lens; it was made available in a series of vibrant colors, akin to the iPhone 5c, and was a lower-cost device compared to the iPhone X and XS. [44]
iPhones are named with "iPhone" followed by a number, which denotes the iPhone generation, and sometimes a suffix (such as Plus, Pro, Pro Max). The current naming pattern is that "Plus" indicates a physically larger iPhone model of the same generation, sometimes with higher end features (iPhones 6-8 Plus, iPhone XS Max, 14 Plus, 15 Plus).