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This paper presents a work on extending the adverbial entries of the WOLF, a semantic lexical resource for French, and connecting them with those of the syntactic lexicon Lefff, which were mostly extracted from the lexicon-grammar tables from (Molinier & Levrier, 2000). This work relies on the exploitation of the derivation and the synonyms relations ; the latter are extracted from the DicoSyn synonyms database. The resulting semantic resource, which is freely available, is manually evaluated and validated in an exhaustive manner.