General Brazilian
conversar com, falar com
Both terms are commonly used in everyday speech
Rio de Janeiro
conversar com, bater papo com
'Bater papo' is more informal and colloquial
São Paulo
conversar com, falar com
Standard usage, formal and informal contexts
Portugal
conversar com, falar com
Both equally acceptable in Portuguese Portuguese