Search Results for author: Aaron Smith

Found 9 papers, 2 papers with code

An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing

no code implementations EMNLP 2018 Aaron Smith, Miryam de Lhoneux, Sara Stymne, Joakim Nivre

We provide a comprehensive analysis of the interactions between pre-trained word embeddings, character models and POS tags in a transition-based dependency parser.

Dependency Parsing POS +2

Does Hamiltonian Monte Carlo mix faster than a random walk on multimodal densities?

1 code implementation9 Aug 2018 Oren Mangoubi, Natesh S. Pillai, Aaron Smith

In this paper, we investigate a different scaling question: does HMC beat RWM for highly $\textit{multimodal}$ targets?

Parser Training with Heterogeneous Treebanks

1 code implementation ACL 2018 Sara Stymne, Miryam de Lhoneux, Aaron Smith, Joakim Nivre

How to make the most of multiple heterogeneous treebanks when training a monolingual dependency parser is an open question.

ParCor 1.0: A Parallel Pronoun-Coreference Corpus to Support Statistical MT

no code implementations LREC 2014 Liane Guillou, Christian Hardmeier, Aaron Smith, J{\"o}rg Tiedemann, Bonnie Webber

We present ParCor, a parallel corpus of texts in which pronoun coreference ― reduced coreference in which pronouns are used as referring expressions ― has been annotated.

Machine Translation Translation

Cannot find the paper you are looking for? You can Submit a new open access paper.