Within　the　existing　ontology　learning　from　Chinese,　most　research　methods　on　the　non-taxonomic　relation　extraction　are　focus　on　deciding　whether　there　are　relations　between　two　concepts.　In　other　words,　they　can　not　attach　a　semantic　label　for　the　extracted　non-taxonomic　relation.　The　paper　proposes　a　method　which　uses　linguistics　representation　method　to　attach　the　extracted　non-taxonomic　relations　with　semantic　labels　after　extracting　related　concepts　with　statistical　function.　To　some　extend,　the　method　overcomes　the　difficulty　of　not　attaching　the　semantic　labels　for　the　extracted　non-taxonomic　relations　with　most　past　methods.　The　Experimental　results　show　that　the　method　proposed　can　obtain　the　semantic　label　of　the　non-taxonomic　relation　between　concepts.