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Datasets don’t stay static and your model improves over time. If you are able to fool the model, that instance is passed on to the next round dataset to put more pressure on the model’s accuracy and ultimately making that dataset/model more robust. Datasets will be released periodically as new examples are collected. The process is repeated over multiple rounds: each time a round gets “solved” by the SOTA, we can take those models and adversarially collect a new dataset where they fail. This offers two benefits: it allows us to gauge how good our current SOTA methods really are and it yields data that may be used to further train even stronger SOTA models. Humans are tasked with finding adversarial examples that fool current state-of-the-art models. This highly limited 180 Gram LP edition also contains one bonus track (Tuareg) belonging to his next album (Gal) released later in the same year.

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The basic idea is that we collect data dynamically. The sound of Gal Costa has been called 'truly psychedelic and very much of its time, but also full of subtlety, as befits the melodic complexity and harmonic freedom' of its songs. Wait, what does this do exactly? (From their homepage) It may be our lottery ticket out of the matrix!įacebook introduced a new benchmark called Dynabench, which puts humans and models “in the loop” to measure how often models make mistakes when humans attempt to fool them. Recently there’s been a “thriving market for selling uncracked wallets” on the dark web according to Gal. But some say this is all nonsense, and the veracity of this claim is questionable, but who knows…🤷‍♂️. dat file contains a very tough encryption and it is all of what stands between hackers and a potential big pay-day.

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Legend has it there’s a bitcoin wallet worth $690 million that hackers have been attempting to crack for the past 2 years according to cybersecurity expert Alon Gal. And the FarsTail dataset, a Persian language NLI dataset. Highlights include the DialogRE dataset which may be the first human-annotated dialogue-based relation extraction dataset.

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Que Pena (Ela Já Não Gosta de Mim (feat.Hey…welcome back! Loads of research came out this week! But FYI, we couldn’t fit every story in this newsletter for space-saving reasons, so if you want complete coverage, follow our twitter, and as always, if you enjoy the read, please give it a 👏👏 and share with your enemies.Īnd….yesterday, another update was made to the Super Duper NLP Repo and the Big Bad NLP Database: we added 10 datasets and 5 new notebooks. Recorded in Rio de Janeiro, Brazil, 1969.Guest vocals: Caetano Veloso & Gilberto Gil.Diogenes Burani Filho, Eduardo Portes de Souza - drums.Alexander Gordin - electric guitar & bass guitar.

This highly limited 180 Gram LP edition also contains one bonus track (“Tuareg”) belonging to his next album (“Gal”) released later in the same year. The sound of Gal Costa has been called "truly psychedelic and very much of its time, but also full of subtlety, as befits the melodic complexity and harmonic freedom" of its songs. Despite incorporating new influences from Janis Joplin and James Brown, Costa's music still retained strong bossa nova elements. It represents a strong departure from the style of “Domingo”, her debut album recorded with Caetano Veloso, which featured a "set of airy, somewhat standard bossa nova tunes". The music in the album has been considered unprecedented. These include Caetano Veloso, Gilberto Gil and Torquato Neto. It was ranked the 80th best Brazilian album of all time by the Brazilian Rolling Stone magazine.Ĭonsidered one of the most representative records of the countercultural Tropicália movement, the album features songwriting by various artists associated with the movement, with whom Costa had previously worked within the 1968 collaboration album “ Tropicália: ou Panis et Circencis”. “Gal Costa” is the first solo album by the Brazilian singer Gal Costa, released in 1969 (although all the songs were recorded in 1968).

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