There have indeed been such attempts, e.g., in clinical narratives Tourille et al., 2017) and in newswire (Cheng and Miyao, 2017;Meng and Rumshisky, 2018;Leeuwenberg and Moens, 2018).
we should move along that direction to collect more high-quality data, which can facilitate more advanced learning algorithms in the future.