Stanford Question Answering Dataset (SQuAD) is a new reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading passage. With 100,000 question-answer pairs on 500 articles, SQuAD is significantly larger than previous reading comprehension datasets. We've built a few resources to help you get started with the dataset. Download a copy of the dataset (distributed under the CC BY-SA 4.0 license): To evaluate your models, we have also made available the evaluation script we will use for official evaluation, along with a sample prediction file that the script will take as input. To run the evaluation, use python evaluate-v1.1.py

What does a world with IBM Watson look like? With Watson, the world is getting healthier, safer, cleaner, more creative and even more personal. Doctors, governments, educators and businesses everywhere are working with Watson to outthink their biggest challenges.

Health care executives from IBM Watson and Athenahealth athn debated that question onstage at Fortune's inaugural Brainstorm Health conference Tuesday. In addition to partnering with Celgene celg to better track negative drug side effects, IBM ibm is applying its cognitive computing AI technology to recommend cancer treatment in rural areas in the U.S., India, and China, where there is a dearth of oncologists, said Deborah DiSanzo, general manager for IBM Watson Health. For example, IBM Watson could read a patient's electronic medical record, analyze imagery of the cancer, and even look at gene sequencing of the tumor to figure out the optimal treatment plan for a particular person, she said. "That is the promise of AI--not that we are going to replace people, not that we're going to replace doctors, but that we really augment the intelligence and help," DiSanzo said. Athenahealth CEO Jonathan Bush, however, disagreed.

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The alliance is the latest by IBM in a bid to harness Watson's cognitive learning capabilities to benefit millions of college students and professors. The announcement follows a separate agreement announced at the end of June between IBM and Blackboard, and the roll out of an IBM Watson-enabled app for Apple earlier this month, among other initiatives. For Pearson, the alliance represents a chance to combine its global offering of digital learning products with IBM's cognitive learning platform in an effort to give students a more immersive learning experience with their college courses. And it promises to give instructors greater insights about how well students are navigating through their courses. To accomplish that, Watson will essentially ingest and analyze all of Pearson courseware.

If you're following tech news, you'll see mentions of IBM Watson nearly everywhere in the past few weeks. Is it HAL 9000, a Turing test waiting to be passed? Or is it a collection of standard-ish machine learning tools paired with professional services implementations and a top-class sales/marketing org? IBM is consciously choosing to brand this varied work as Watson. It might confound tech pros who know that Jeopardy and chatbots are very different domains.

Since winning Jeopardy! in 2011, IBM's Watson has apparently found employment as a dress designer, a chef, and a movie director. The latest news is that IBM is doing deals with GM, Slack, and Pearson that will see Watson helping, respectively, with roadside assistance, business messaging, and education. Even if you follow developments in AI closely, though, it can be hard to keep track of all the things Watson can do. It raises a question: what is it, exactly? TV ads that portray Watson as some sort of super-smart Siri don't exactly help.

IBM Watson may be coming soon to an enterprise iOS app near you, the company announced at the IBM World of Watson 2016 event on Tuesday. In a first-of-its-kind move, IBM MobileFirst for iOS apps can now integrate Watson technology to enhance decision-making, productivity, and the employee experience. With Watson's cognitive and conversational capabilities, these enterprise apps will be able to understand, reason, and learn using data analytics, according to a press release. "Apple and IBM set out more than two years ago to define the enterprise mobility market, ensuring that professionals could finally enjoy at work the same experience they'd come to expect as consumers," said Mahmoud Naghshineh, general manager, Apple partnership at IBM, in a press release. "We are taking that to a whole new level by combining the power of Watson with the new speech framework of iOS 10.

Slack Technologies Inc., a business messaging provider, is the latest company to partner with International Business Machines Corp. IBM 0.62 % to add artificial intelligence to its service. Slack plans to improve Slackbot, its customer-service bot, using IBM's Watson, a collection of artificial-intelligence software delivered as cloud-computing services, the two companies said on Wednesday. The messaging company will use Watson Conversation, an IBM service that processes natural language, to enhance the accuracy and efficiency of the bot, which helps Slack users troubleshoot problems. These and other enhancements will be available to users early next year, Slack said.

Slack's attempts at small talk are about to get a whole lot better - it's just been announced the cloud-based workplace messaging system will incorporate IBM Watson's smarts to its own bots, and those built by its ever-growing pool of outside developers. The coworking platform, which has just reached four million daily active users, was designed as a means for better collaboration and communication at work. However, it has opened up its software to outside businesses, leading to a directory of more than 400 Slack-related apps. These add-ons provide Slack tools like lists, or bots tailored for specific purposes. Slack's mission to'kill email': firm invests in 11 new startups in just seven months There is even an entire section dedicated to health, as WIRED writer Rowland Manthorpe discovered when he sought out a therapist from TalkLife Connect on the platform.