1. A computer-implemented method comprising: under control of one or more computing devices configured with specific computer-executable instructions, obtaining audio data representing an utterance of a user; obtaining a decoding graph for speech recognition, wherein the decoding graph comprises: a first path associated with a first intent, wherein the first path comprises a first arc associated with a first word and a first content slot, wherein the first content slot is associated with the first intent; a second path associated with the first intent, wherein the second path comprises a second arc associated with a second word and the first content slot; and a third path associated with a second intent that is different than the first intent, wherein the third path comprises a third arc associated with a third word and a second content slot, wherein the second content slot is associated with the second intent; and performing speech recognition on the audio data using the decoding graph to generate speech recognition results, wherein performing speech recognition comprises: determining a first score using a value associated with the first arc; determining a second score using a value associated with the second arc; determining a third score using a value associated with the third arc, wherein the third score is greater than the second score; modifying at least one of the second score or the third score based at least partly on the second path being associated with the first intent and the third path being associated with the second intent, wherein the second score is greater than the third score after modifying at least one of the second score or the third score; determining to generate a first transcription of the utterance comprising the first word, wherein the first transcription is determined to be generated based at least partly on the first score; and determining to generate a second transcription of the utterance comprising the second word, wherein the second transcription is determined to be generated based at least partly on the second score.