Before revision:  We show that our algorithm produces better causal estimates than related methods on two datasets: predicting the effect of music review sentiment on sales, and complaint politeness on response time .
After revision:  We show that our algorithm produces better causal estimates than related methods on two datasets: predicting the effect of Amazon review sentiment on sales, and complaint politeness on response time .