On WordNet Semantic Classes and Dependency Parsing

Exploring Semantic Information in Hindi WordNet for Hindi Dependency Parsing

Dependency parsing for interaction detection in pharmacogenomics

We give an overview of our approach to the extraction of interactions between pharmacogenomic entities like drugs, genes and diseases and suggest classes of interaction types driven by data from PharmGKB and partly follo…

Multilingual eXtended WordNet Knowledge Base: Semantic Parsing and Translation of Glosses

This paper presents a method to create WordNet-like lexical resources for different languages. Instead of directly translating glosses from one language to another, we perform first semantic parsing of WordNet glosses an…

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

Preserving the structural properties of trees or graphs when embedding them into a metric space allows for a high degree of interpretability, and has been shown beneficial for downstream tasks (e.g., hypernym detection, …

Syntactic and semantic classification of verb arguments using dependency-based and rich semantic features

Corpus Pattern Analysis (CPA) has been the topic of Semeval 2015 Task 15, aimed at producing a system that can aid lexicographers in their efforts to build a dictionary of meanings for English verbs using the CPA annotat…