Tall, to 1 metre. This species is very similar to Austrostipa mollis and mature seeds are needed to readily distinguish them. In Austrostipa mollis the hairs on the tightly coiled part of the seed's awn (long projection at the top of the seed) appear to spiral around the . In A. semibarbata the hairs are evenly distributed and the spiralling effect is not evident.