You can do this by turning off the default escape of double-quote character with a backslash (\). Try the following:
dataframe
.write
.option("header", true)
.option("quote", "\u0000")
.csv("Path to csv file")
What this does is, changes the "quote" character to the null character(Unicode \u0000).