Robust Lexical Features for Improved Neural Network Named-Entity Recognition

Abbas Ghaddar, Philippe Langlais

Neural network approaches to Named-Entity Recognition reduce the need for carefully hand-crafted features. While some features do remain in state-of-the-art systems, lexical featur…