Tag deep learning

Presentation for CoNLL 2016

Discourse Sense Classification from Scratch using Focused RNNs

Online presentation of G. Weiss and M. Bajec, “Discourse Sense Classification from Scratch using Focused RNNs,” in Proceedings of The 20th SIGNLL Conference on Computational Natural Language Learning, 2016, pp. 50–54. (more)

Conference CoNLL 2016

Discourse Sense Classification from Scratch using Focused RNNs

G. Weiss and M. Bajec, “Discourse Sense Classification from Scratch using Focused RNNs,” in Proceedings of the Twentieth Conference on Computational Natural Language Learning - Shared Task, 2016, pp. 50–54. (more)

Full deep learning environment based on Keras and Jupyter using CPU or GPU

Docker keras-full

Docker image built from Debian 9 with a full reproducible deep learning research environment based on Keras and Jupyter using CPU or GPU. (more)

Keras in Docker for reproducible deep learning on CPU or GPU

Docker keras

Minimal Docker image built from Debian 9 for reproducible deep learning based on Keras on CPU or GPU. (more)

Skip-gram model with negative sampling (SGNS) in MyHDL

Simulation rs-skip-gram-in-myhdl

Simulation that implements the skip-gram model with negative sampling (SGNS) in MyHDL. (more)

Presentation for ACL-IJCNLP 2015

Learning Representations for Text-level Discourse Parsing

Online presentation of G. Weiss, “Learning Representations for Text-level Discourse Parsing,” in Proceedings of the ACL-IJCNLP 2015 Student Research Workshop, 2015, pp. 16–21. (more)

Conference ACL-IJCNLP 2015

Learning Representations for Text-level Discourse Parsing

G. Weiss, “Learning Representations for Text-level Discourse Parsing,” in Proceedings of the ACL-IJCNLP 2015 Student Research Workshop, 2015, pp. 16–21. (more)