2 papers
cs.CL2019
Effective Use of Transformer Networks for Entity Tracking
Aditya Gupta, Greg Durrett
Tracking entities in procedural language requires understanding the transformations arising from actions on entities as well as those entities' interactions. While self-attention-b…
cs.CL2019
Tracking Discrete and Continuous Entity State for Process Understanding
Aditya Gupta, Greg Durrett
Procedural text, which describes entities and their interactions as they undergo some process, depicts entities in a uniquely nuanced way. First, each entity may have some observab…