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Annotating a document with an interpretation of its contents raises a number of challenges that we are hoping to address via the creation of a supporting environment. We present these challenges and motivate an approach based on the notion of suggestions to support document annotation, hoping these suggestions would act as leads to follow for annotators, therefore reducing some of the difficulties inherent to the task. The environment resulting from this approach, ClaimSpotter, is presented.doi:10.1145/1040830.1040875 dblp:conf/iui/SerenoSM05 fatcat:upaicr7q25eznagkgivcfr3z5a