It should be noted that annotating implicit relations directly with their senses means that sense annotation is no longer restricted to those that can be lexically expressed, but also includes those that cannot, notably those labeled "EntRel/NoRel" in the PDTB.
2 we annotate senses of discourse relations, not just connectives and their lexical alternatives (in the case of AltLex).