Researcher profile

Alexandre Passos

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Large scale distributed neural network training through online\n distillation

2018 · arXiv (Cornell University)

Techniques such as ensembling and distillation promise model quality\nimprovements when paired with almost any base model. However, due to increased\ntest-time cost (for ensembles) and increased complexity of the training\npipeline (for distillation), these techniques are challenging …
Lexicon Infused Phrase Embeddings for Named Entity Resolution

2015

Most state-of-the-art approaches for named-entity recognition (NER) use semi supervised information in the form of word clusters and lexicons. Recently neural network-based language models have been explored, as they as a byprod-uct generate highly informative …