@inproceedings{fernandez2018learning, author = {Fernandez, Roland and Celikyilmaz, Asli and Singh, Rishabh and Smolensky, Paul}, title = {Learning and analyzing vector encoding of symbolic representations}, booktitle = {ICLR 2018}, year = {2018}, month = {March}, abstract = {We present a formal language with expressions denoting general symbol structures and queries which access information in those structures. A sequence-to-sequence network processing this language learns to encode symbol structures and query them. The learned representation (approximately) shares a simple linearity property with theoretical techniques for performing this task.}, publisher = {International Conference on Representation Learning (ICLR)}, url = {http://approjects.co.za/?big=en-us/research/publication/learning-analyzing-vector-encoding-symbolic-representations/}, edition = {ICLR 2018}, }