The visitors, who are used to finishing much higher in the standings, stayed second from bottom with three victories from 23 games.
"We have to keep trying," goalkeeper Sergio Asenjo said. "I think we played a disciplined match and there are positive things we can take from it." Villarreal faces two tough matches next: at home against Sevilla and away to Atletico Madrid.
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