In fact, given two arguments and a discourse connective many discourse parsers at the 2016 CoNLL Shared Task on Multilingual Shallow Discourse Parsing (SDP) (Xue et al., 2016) were around 78% accurate in recognizing the discourse relation on the SDP blind dataset.
in implicit relations no connective is used.