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README.md
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---
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tags:
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- allennlp
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- question-answering
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widget:
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- context:
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---
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An augmented version of QANet that adds rudimentary numerical reasoning ability, trained on DROP (Dua et al., 2019), as published in the original DROP paper.
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---
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language: en
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tags:
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- allennlp
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- question-answering
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widget:
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- context: 'A reusable launch system (RLS, or reusable launch vehicle, RLV) is a launch
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system which is capable of launching a payload into space more than once. This
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contrasts with expendable launch systems, where each launch vehicle is launched
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once and then discarded. No completely reusable orbital launch system has ever
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been created. Two partially reusable launch systems were developed, the Space
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Shuttle and Falcon 9. The Space Shuttle was partially reusable: the orbiter (which
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included the Space Shuttle main engines and the Orbital Maneuvering System engines),
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and the two solid rocket boosters were reused after several months of refitting
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work for each launch. The external tank was discarded after each flight.'
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text: How many partially reusable launch systems were developed?
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example_title: Reusable launch systems
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- context: Robotics is an interdisciplinary branch of engineering and science that
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includes mechanical engineering, electrical engineering, computer science, and
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others. Robotics deals with the design, construction, operation, and use of robots,
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as well as computer systems for their control, sensory feedback, and information
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processing. These technologies are used to develop machines that can substitute
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for humans. Robots can be used in any situation and for any purpose, but today
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many are used in dangerous environments (including bomb detection and de-activation),
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manufacturing processes, or where humans cannot survive. Robots can take on any
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form but some are made to resemble humans in appearance. This is said to help
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in the acceptance of a robot in certain replicative behaviors usually performed
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by people. Such robots attempt to replicate walking, lifting, speech, cognition,
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and basically anything a human can do.
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text: What do robots that resemble humans attempt to do?
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example_title: Robots
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- context: In the first quarter, the Bears drew first blood as kicker Robbie Gould
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nailed a 22-yard field goal for the only score of the period. In the second quarter,
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the Bears increased their lead with Gould nailing a 42-yard field goal. They increased
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their lead with Cutler firing a 7-yard TD pass to tight end Greg Olsen. The Bears
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then closed out the first half with Gould's 41-yard field goal. In the third quarter,
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the Vikes started to rally with running back Adrian Peterson's 1-yard touchdown
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run (with the extra point attempt blocked). The Bears increased their lead over
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the Vikings with Cutler's 2-yard TD pass to tight end Desmond Clark. The Vikings
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then closed out the quarter with quarterback Brett Favre firing a 6-yard TD pass
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to tight end Visanthe Shiancoe. An exciting fourth quarter ensued. The Vikings
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started out the quarter's scoring with kicker Ryan Longwell's 41-yard field goal,
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along with Adrian Peterson's second 1-yard TD run. The Bears then responded with
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Cutler firing a 20-yard TD pass to wide receiver Earl Bennett. The Vikings then
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completed the remarkable comeback with Favre finding wide receiver Sidney Rice
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on a 6-yard TD pass on 4th-and-goal with 15 seconds left in regulation. The Bears
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then took a knee to force overtime. In overtime, the Bears won the toss and marched
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down the field, stopping at the 35-yard line. However, the potential game-winning
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45-yard field goal attempt by Gould went wide right, giving the Vikings a chance
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to win. After an exchange of punts, the Vikings had the ball at the 26-yard line
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with 11 minutes left in the period. On the first play of scrimmage, Favre fired
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a screen pass to Peterson who caught it and went 16 yards, before being confronted
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by Hunter Hillenmeyer, who caused Peterson to fumble the ball, which was then
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recovered by Bears' linebacker Nick Roach. The Bears then won on Jay Cutler's
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game-winning 39-yard TD pass to wide receiver Devin Aromashodu. With the loss,
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not only did the Vikings fall to 11-4, they also surrendered homefield advantage
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to the Saints.
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text: Who threw the longest touchdown pass of the game?
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example_title: Argmax
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- context: Hoping to rebound from their loss to the Patriots, the Raiders stayed at
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home for a Week 16 duel with the Houston Texans. Oakland would get the early
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lead in the first quarter as quarterback JaMarcus Russell completed a 20-yard
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touchdown pass to rookie wide receiver Chaz Schilens. The Texans would respond
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with fullback Vonta Leach getting a 1-yard touchdown run, yet the Raiders would
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answer with kicker Sebastian Janikowski getting a 33-yard and a 30-yard field
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goal. Houston would tie the game in the second quarter with kicker Kris Brown
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getting a 53-yard and a 24-yard field goal. Oakland would take the lead in the
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third quarter with wide receiver Johnnie Lee Higgins catching a 29-yard touchdown
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pass from Russell, followed up by an 80-yard punt return for a touchdown. The
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Texans tried to rally in the fourth quarter as Brown nailed a 40-yard field goal,
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yet the Raiders' defense would shut down any possible attempt.
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text: How many yards was the longest passing touchdown?
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example_title: Max
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- context: In 1085, Guadalajara was retaken by the Christian forces of Alfonso VI
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. The chronicles say that the Christian army was led by Alvar Fanez de Minaya,
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one of the lieutenants of El Cid. From 1085 until the Battle of Las Navas de Tolosa
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in 1212, the city suffered wars against the Almoravid and the Almohad Empires.
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In spite of the wars, the Christian population could definitely settle down in
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the area thanks to the repopulation with people from the North who received their
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first fuero in 1133 from Alfonso VII.In 1219, the king Fernando III gave a new
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fuero to the city .During the reign of Alfonso X of Castile, the protection of
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the king allowed the city to develop its economy by protecting merchants and allowing
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markets.
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text: How many years did the city suffer wars against Almoravid and the Almohad
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Empires?
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example_title: Arithmetic
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---
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An augmented version of QANet that adds rudimentary numerical reasoning ability, trained on DROP (Dua et al., 2019), as published in the original DROP paper.
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