Marcus Tomalin


pdf bib
A Comparison of Neural Models for Word Ordering
Eva Hasler | Felix Stahlberg | Marcus Tomalin | Adrià de Gispert | Bill Byrne
Proceedings of the 10th International Conference on Natural Language Generation

We compare several language models for the word-ordering task and propose a new bag-to-sequence neural model based on attention-based sequence-to-sequence models. We evaluate the model on a large German WMT data set where it significantly outperforms existing models. We also describe a novel search strategy for LM-based word ordering and report results on the English Penn Treebank. Our best model setup outperforms prior work both in terms of speed and quality.


pdf bib
Word Ordering with Phrase-Based Grammars
Adrià de Gispert | Marcus Tomalin | Bill Byrne
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics