Ryan McDonald

Universal Dependencies v1: A Multilingual Treebank Collection

2016

Cross-linguistically consistent annotation is necessary for sound comparative evaluation and cross-lingual learning experiments.It is also useful for multilingual system development and comparative linguistic studies.Universal Dependencies is an open community effort to create cross-linguistically consistent treebank …

Deep Relevance Ranking Using Enhanced Document-Query Interactions

2018

We explore several new models for document relevance ranking, building upon the Deep Relevance Matching Model (DRMM) of Unlike DRMM, which uses context-insensitive encodings of terms and query-document term interactions, we inject rich context-sensitive encodings …