Numerically Grounded Language Models for Semantic Error Correction, Spithourakis, Georgios, Augenstein, Isabelle and Riedel, Sebastian, Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) 2016 [pdf] 
@inproceedings{spithourakis2016numerically,
    month={November}, 
    year={2016}, 
    author={Spithourakis, Georgios and Augenstein, Isabelle and Riedel, Sebastian}, 
    title={Numerically Grounded Language Models for Semantic Error Correction}, 
    booktitle={Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)}, 
}