An in-depth look at Euclidean disk embeddings for structure preserving parsing

no code implementations • EMNLP (BlackboxNLP) 2021 • Federico Fancellu, Lan Xiao, Allan Jepson, Afsaneh Fazly

We address this gap for two structure generation tasks, namely dependency and semantic parsing.

Dependency Parsing Natural Language Inference +2

Dependency parsing with structure preserving embeddings

no code implementations • EACL 2021 • {\'A}kos K{\'a}d{\'a}r, Lan Xiao, Mete Kemertas, Federico Fancellu, Allan Jepson, Afsaneh Fazly

We do so by casting dependency parsing as a tree embedding problem where we incorporate geometric properties of dependency trees in the form of training losses within a graph-based parser.

Dependency Parsing Sentence