MATT GINSBERG: You have to solve seven crosswords. OK, first of all, describe the format of the competition for us. IRA FLATOW: I want to tell everybody that we have a video demo of how the program tackled some of this year’s competition puzzles up there in our website, /crossword. Joining me now is Matt Ginsberg, the computer programmer who developed Dr. Last month, for the first time, the program unofficially beat human competition in the American Crossword Puzzle Tournament, solving the playoff puzzle in just– get this– 49 seconds. IRA FLATOW: For the rest of the hour, an update on a story we first told you about back in 2014– a computer program called Dr. Listen to the last time Matt Ginsberg was on Science Friday in 2014, describing Dr.Learn more about Matt Ginsberg and Dr.Fill, joins Ira to talk about the competition and the advances his program has made over the years. Matt Ginsberg, the computer programmer behind Dr. It can make these errors with any unique puzzle form it’s never seen before. This year, it made three mistakes solving puzzles during the tournament, while some human solvers completed the puzzles perfectly. Fill to its crowning victory.īut the program isn’t infallible. Fill’s algorithms-a contribution that may have helped push Dr. This year, researchers from the Berkeley Natural Language Processing group added their expertise to Dr. (Think: Five letters, “dining table leaves”-SALAD!) The program makes a series of statistical calculations about likely answers, then tries to fit those possibilities into the puzzle squares. Sometimes, a simple fact is needed-who was the First Lady before Eleanor Roosevelt? (Lou Henry Hoover.) More often, however, crossword puzzle solutions rely not just on factual knowledge, but an ability to recognize themes that puzzle constructors have embedded in the crosswords, along with an understanding of puns, homonyms, and word play. relies on a collection of different techniques to make sense of a puzzle. This year, the algorithm beat the human competition, completing the final playoff puzzle in just 49 seconds. Fill placed 141st out of some 660 entries in that year’s American Crossword Puzzle Tournament, a competition for elite crossword puzzle solvers. O.G.In 2012, a computer program named Dr.Todo Sobre Mi _ (1999 Almodóvar film) Crossword Clue.of the Treasury Department Crossword Clue Listen to gossip, in slang Crossword Clue.The Cowardly Lion, back in Kansas Crossword Clue.Puts out light, as a star Crossword Clue.What driver’s licenses serve as Crossword Clue.Animal that symbolizes good fortune in Chinese culture Crossword Clue.a wrong action attributable to bad judgment or ignorance or inattention.a misconception resulting from incorrect information.The solution to the Statistical calculation crossword clue should be:īelow, you’ll find any key word(s) defined that may help you understand the clue or the answer better. You’ll want to cross-reference the length of the answers below with the required length in the crossword puzzle you are working on for the correct answer. This clue last appeared Apin the NYT Crossword. You will find that as you play more of these games that you will end up familiar with a lot of the clues that come up! Statistical calculation Crossword Clue AnswersĪ clue can have multiple answers, and we have provided all answers that we’re aware of for Statistical calculation. There’s nothing to be ashamed of if you struggle on a crossword clue! These puzzles cover many different subjects, and it’s hard to be an expert on everything. We have all of the available answers for Statistical calculation crossword clue if you need some help! Of course, sometimes the crossword clue totally stumps us, whether it’s because we are unfamiliar with the subject matter entirely or we just are drawing a blank. Crosswords can be an excellent way to stimulate your brain, pass the time, and challenge yourself all at once.
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