By now Kelly had a reputation as a sprinter who could not win stage races, although he did finish fourth in the 1980 Vuelta a España. De Gribaldy employed him as unambiguous team leader, someone he believed could win stage races and not just stages. To this end, de Gribaldy encouraged Kelly to lose weight, convincing the latter that he could target the overall win at Paris–Nice: Kelly won the "Race to the Sun" and four of its stages. On the last of those, a time-trial to the col d'Eze, he beat Gilbert Duclos-Lassalle and pushed him out of the lead. Years later Kelly admitted that his countryman Roche's emergence during his neo-pro season in 1981, during which he had also won Paris-Nice, was one of the factors which motivated him to adjust his focus to becoming more of an all-round rider. However, the spring classics season proved a disappointment, with Kelly's best result being a 12th place in Paris–Roubaix after suffering multiple punctures. Despite that, that season he went on to win another of objectives set by de Gribaldy: the points classification of the Tour de France, where he took five second places on flat stages before winning a reduced bunch sprint in Pau after climbing the Col d'Aubisque. His points total was nearly three times that of the points classification runner-up, the yellow jersey winner Bernard Hinault. He finished third in the world championship in England - the first worlds medal for an Irish rider since Shay Elliott's silver in 1962 - and at the end of the year married his girlfriend, Linda Grant, the daughter of a local cycling club official. Carrick-on-Suir named the town square "the Sean Kelly Square" in tribute to his achievements in the 1982 Tour de France and his bronze medal at the championship The following year Kelly again won Paris–Nice and then the Critérium International and the Tour de Suisse as well as the points classification in the Tour de France the second time in a row.