Our architecture needs to explicitly take into account the fact that the task at hand is very sen- sitive to lexical ambiguity.
while it is true that the level of homonymy (words having more than one disjoint meanings) is substantially decreased when we move from the generic domain to more specialised domains, on the other hand the increase in polysemy (words with many slightly different meanings) is exponential.