The first approaches to uncertainty detection were based on hand-crafted lexicons (Light et al., 2004;Saurí, 2008).
conText (chapman et al., 2007) used lexicons and regular expressions not only to detect cues, but also to recognize contexts where a cue word does not imply uncertainty.