Saurí (2008) developed a rule-based method to recognize the factuality of events, whose negation recognition can be regarded as a subtask.
saurí and Pustejovsky (2007) defined three markers: polarity particles such as "not" or "no," modal particles such as "may" or "likely," and situation selecting predicates such as "prevent" or "suggest."