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cs.CL2018
Neural Ranking Models for Temporal Dependency Structure Parsing
Yuchen Zhang, Nianwen Xue
We design and build the first neural temporal dependency parser. It utilizes a neural ranking model with minimal feature engineering, and parses time expressions and events in a te…
cs.CL2018
Structured Interpretation of Temporal Relations
Yuchen Zhang, Nianwen Xue
Temporal relations between events and time expressions in a document are often modeled in an unstructured manner where relations between individual pairs of time expressions and ev…