A flyer was handed out before the game encouraging fans to sing a chant with homophobic lyrics aimed at John Terry.
West Ham said that they would be "investigating the alleged distribution of these flyers" and that they would "take the strongest possible action against those responsible".
The Metropolitan Police also said that would be investigating "a leaflet handed out before the match containing homophobic contents".