Jose Camacho-Collados author Roberto Navigli author 2017-04 text Association for Computational Linguistics Valencia, Spain conference publication In this paper we present BabelDomains, a unified resource which provides lexical items with information about domains of knowledge. We propose an automatic method that uses knowledge from various lexical resources, exploiting both distributional and graph-based clues, to accurately propagate domain information. We evaluate our methodology intrinsically on two lexical resources (WordNet and BabelNet), achieving a precision over 80% in both cases. Finally, we show the potential of BabelDomains in a supervised learning setting, clustering training data by domain for hypernym discovery. camacho-collados-navigli-2017-babeldomains https://aclanthology.org/E17-2036 2017-04 223 228