Ryan Lowe
Ryan Lowe
PhD Student, McGill University
Verified email at mail.mcgill.ca - Homepage
TitleCited byYear
How not to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation
CW Liu, R Lowe, IV Serban, M Noseworthy, L Charlin, J Pineau
arXiv preprint arXiv:1603.08023, 2016
3802016
Multi-agent actor-critic for mixed cooperative-competitive environments
R Lowe, Y Wu, A Tamar, J Harb, OAIP Abbeel, I Mordatch
Advances in Neural Information Processing Systems, 6379-6390, 2017
3792017
A hierarchical latent variable encoder-decoder model for generating dialogues
IV Serban, A Sordoni, R Lowe, L Charlin, J Pineau, A Courville, Y Bengio
Thirty-First AAAI Conference on Artificial Intelligence, 2017
3602017
The ubuntu dialogue corpus: A large dataset for research in unstructured multi-turn dialogue systems
R Lowe, N Pow, I Serban, J Pineau
arXiv preprint arXiv:1506.08909, 2015
3362015
An actor-critic algorithm for sequence prediction
D Bahdanau, P Brakel, K Xu, A Goyal, R Lowe, J Pineau, A Courville, ...
arXiv preprint arXiv:1607.07086, 2016
2452016
A survey of available corpora for building data-driven dialogue systems
IV Serban, R Lowe, P Henderson, L Charlin, J Pineau
arXiv preprint arXiv:1512.05742, 2015
1092015
Towards an automatic turing test: Learning to evaluate dialogue responses
R Lowe, M Noseworthy, IV Serban, N Angelard-Gontier, Y Bengio, ...
arXiv preprint arXiv:1708.07149, 2017
802017
Training end-to-end dialogue systems with the ubuntu dialogue corpus
RT Lowe, N Pow, IV Serban, L Charlin, CW Liu, J Pineau
Dialogue & Discourse 8 (1), 31-65, 2017
572017
A structured pseudospectral method for -norm computation of large-scale descriptor systems
P Benner, M Voigt
Mathematics of Control, Signals, and Systems 26 (2), 303-338, 2014
332014
On the evaluation of dialogue systems with next utterance classification
R Lowe, IV Serban, M Noseworthy, L Charlin, J Pineau
arXiv preprint arXiv:1605.05414, 2016
322016
Generative deep neural networks for dialogue: A short review
IV Serban, R Lowe, L Charlin, J Pineau
arXiv preprint arXiv:1611.06216, 2016
272016
A survey of available corpora for building data-driven dialogue systems: The journal version
IV Serban, R Lowe, P Henderson, L Charlin, J Pineau
Dialogue & Discourse 9 (1), 1-49, 2018
252018
Incorporating unstructured textual knowledge sources into neural dialogue systems
R Lowe, N Pow, I Serban, L Charlin, J Pineau
Neural information processing systems workshop on machine learning for …, 2015
172015
The second conversational intelligence challenge (convai2)
E Dinan, V Logacheva, V Malykh, A Miller, K Shuster, J Urbanek, D Kiela, ...
arXiv preprint arXiv:1902.00098, 2019
162019
Leveraging lexical resources for learning entity embeddings in multi-relational data
T Long, R Lowe, JCK Cheung, D Precup
arXiv preprint arXiv:1605.05416, 2016
142016
Ethical challenges in data-driven dialogue systems
P Henderson, K Sinha, N Angelard-Gontier, NR Ke, G Fried, R Lowe, ...
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 123-129, 2018
82018
World knowledge for reading comprehension: Rare entity prediction with hierarchical lstms using external descriptions
T Long, E Bengio, R Lowe, JCK Cheung, D Precup
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
52017
L∞-norm computation for large-scale descriptor systems using structured iterative eigensolvers
R Lowe, M Voigt
Max Planck Institute for Dynamics of Complex Technical Systems, 2013
52013
On the Pitfalls of Measuring Emergent Communication
R Lowe, J Foerster, YL Boureau, J Pineau, Y Dauphin
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
32019
The first conversational intelligence challenge
M Burtsev, V Logacheva, V Malykh, IV Serban, R Lowe, S Prabhumoye, ...
The NIPS'17 Competition: Building Intelligent Systems, 25-46, 2018
22018
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Articles 1–20