V prispevku predstavljamo novo metodo luščenja definicij iz slovenskih specializiranih besedil, ki temelji na modelu za klasifikacijo definicij, naučenem z uporabo metod strojnega učenja iz primerov ...v slovenski Wikipediji. Prvi korak metode zajema luščenje kandidatov s pomočjo slovenskega semantičnega leksikona, avtomatskega razpoznavanja terminov ter leksikoskladenjskih vzorcev. V drugem koraku pa z uporabo naučenega klasifikacijskega modela izmed definicijskih kandidatov izberemo "prave" definicije. Iz korpusa s področja naravoslovja smo s to metodo izluščili več kot tisoč definicijskih kandidatov ter z uporabo naučenega modela dosegli do 70-odstotno klasifikacijsko točnost.
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