Patent ID: 11893352
Assignee: ADOBE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. An apparatus comprising:
an input encoder configured to generate a word representation for each word of an input phrase, wherein the input phrase includes a subject entity, an object entity, a candidate word, and one or more additional words;
a path network configured to
generate a path vector representing a transformation between the subject entity and the object entity based on the word representation for the subject entity and the object entity, respectively,
compute an exclusion vector corresponding to the candidate word, wherein the exclusion vector is based the on one or more additional words from the input phrase excluding the candidate word, the subject entity, and the object entity,
compute a transfer vector corresponding to the candidate word based on the path vector and the exclusion vector,
including the candidate word in a dependency path between the subject entity and the object entity based on a similarity between the transfer vector and the word representation for the candidate word, and
compute a path representation based on the dependency path; and
a decoder configured to identify a relationship between the subject entity and the object entity.