zero-shot-demo / texts-bart-large-mnli.json
Joe Davison
update w/ pipelines and xnli model
"name": {
"0":"\"Jupyter's Biggest Moons Started as Tiny Grains of Hail\"",
"1":"Who are you voting for in 2020?",
"2":"Attention is all you need",
"3":"IMDB Avengers Review",
"4":"Bose QuietComfort"
}, "text": {
"0":"Jupiter\u2019s Biggest Moons Started as Tiny Grains of Hail\n\nA new model offers an explanation for how the Galilean satellites formed around the solar system\u2019s largest world.\n\nKonstantin Batygin did not set out to solve one of the solar system\u2019s most puzzling mysteries when he went for a run up a hill in Nice, France. Dr. Batygin, a Caltech researcher, best known for his contributions to the search for the solar system\u2019s missing \u201cPlanet Nine,\u201d spotted a beer bottle. At a steep, 20 degree grade, he wondered why it wasn\u2019t rolling down the hill.\n\nHe realized there was a breeze at his back holding the bottle in place. Then he had a thought that would only pop into the mind of a theoretical astrophysicist: \u201cOh! This is how Europa formed.\u201d\n\nEuropa is one of Jupiter\u2019s four large Galilean moons. And in a paper published Monday in the Astrophysical Journal, Dr. Batygin and a co-author, Alessandro Morbidelli, a planetary scientist at the C\u00f4te d\u2019Azur Observatory in France, present a theory explaining how some moons form around gas giants like Jupiter and Saturn, suggesting that millimeter-sized grains of hail produced during the solar system\u2019s formation became trapped around these massive worlds, taking shape one at a time into the potentially habitable moons we know today.",
"1": "Who are you voting for in 2020?",
"2": "The dominant sequence transduction models are based on complex recurrent or convolutional neural networks in an encoder-decoder configuration. The best performing models also connect the encoder and decoder through an attention mechanism. We propose a new simple network architecture, the Transformer, based solely on attention mechanisms, dispensing with recurrence and convolutions entirely. Experiments on two machine translation tasks show these models to be superior in quality while being more parallelizable and requiring significantly less time to train. Our model achieves 28.4 BLEU on the WMT 2014 English-to-German translation task, improving over the existing best results, including ensembles by over 2 BLEU. On the WMT 2014 English-to-French translation task, our model establishes a new single-model state-of-the-art BLEU score of 41.8 after training for 3.5 days on eight GPUs, a small fraction of the training costs of the best models from the literature. We show that the Transformer generalizes well to other tasks by applying it successfully to English constituency parsing both with large and limited training data.",
"3": "Are you a fan of epic adventure movies? Then this is your dream come true! Truly this is the ultimate superhero mash-up and it's executed perfectly. Props to the filmmakers for taking the time to design it to be more than just a superhero film packed with action scenes and adding depth to each character.",
"4": "What happens when you clear away the noisy distractions of the world? Concentration goes to the next level. You get deeper into your music, your work, or whatever you want to focus on. That’s the power of Bose QuietComfort 35 wireless headphones II. Put them on and get closer to what you’re most passionate about. And that’s just the beginning. QuietComfort 35 wireless headphones II are now enabled with Bose AR — an innovative, audio-only take on augmented reality. Embedded inside your headphones is a multi-directional motion sensor. One that Bose AR can utilize to provide contextual audio based on where you are. Unlock Bose AR via a firmware update through the Bose Connect app. They’re Alexa-enabled, too, so you can enjoy entertainment, get information, and manage your day — all without looking at your phone. Adjust your level of noise cancelling between three settings using the Action button or the Bose Connect app. Volume-optimized EQ gives you balanced audio performance at any volume, and a noise-rejecting dual-microphone system provides clearer calls, even in noisy environments. And with easy Bluetooth pairing, 20 hours of battery life, and a durable, comfortable fit — you can keep the music or the quiet going all day long. Included: QuietComfort 35 II, carrying case, charging cable, audio cable for enjoying music without battery power."
}, "labels": {
"0":"space & cosmos, scientific discovery, microbiology, robots, archeology",
"1":"foreign policy, Europe, elections, business, 2020, outdoor recreation, politics",
"2":"machine learning, statistics, translation, vision",
"3":"films, action, superheroes, books",
"4":"electronics, headphones, health & wellness, furniture, software, pet supplies"