Grammatical Role Embeddings for Enhancements of Relation Density in the Princeton WordNet

no code implementations • GWC 2018 • Kiril Simov, Alexander Popov, Iliana Simova, Petya Osenova

In this paper we present an approach for training verb subatom embeddings.

LEMMA Object +2

Word Embeddings as Features for Supervised Coreference Resolution

no code implementations • RANLP 2017 • Iliana Simova, Hans Uszkoreit

A common reason for errors in coreference resolution is the lack of semantic information to help determine the compatibility between mentions referring to the same entity.

coreference-resolution Dimensionality Reduction +4

Factored models for Deep Machine Translation

no code implementations • WS 2015 • Kiril Simov, Iliana Simova, Velislava Todorova, Petya Osenova

Machine Translation Translation

Joint Ensemble Model for POS Tagging and Dependency Parsing

no code implementations • WS 2014 • Iliana Simova, Dimitar Vasilev, Alex Popov, er, Kiril Simov, Petya Osenova

Dependency Parsing POS +1

Multiword Expressions in Machine Translation

no code implementations • LREC 2014 • Valia Kordoni, Iliana Simova

This work describes an experimental evaluation of the significance of phrasal verb treatment for obtaining better quality statistical machine translation (SMT) results.

Language Modelling Machine Translation +2

A System for Experiments with Dependency Parsers

no code implementations • LREC 2014 • Kiril Simov, Iliana Simova, Ginka Ivanova, Maria Mateva, Petya Osenova

In this paper we present a system for experimenting with combinations of dependency parsers.

Dependency Parsing Sentence