Talbot didn't allow a goal until 11.6 seconds were left in the contest as Peter Regin scored to halve the Blackhawks' 2-0 deficit.
The Rangers goalie had to protect the lead one last time, making a sliding left pad save on Patrick Kane just before time expired.
Corey Crawford stopped 22 shots for the Blackhawks, losers of two straight.
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