@inproceedings{noisecontrastiveestimationandnegative, title = {Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency}, author = {Zhuang Ma and Michael Collins}, year = {2018}, booktitle = {EMNLP 2018 10}, eprint = {1809.01812}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1809.01812v1}, }