| Building end-to-end dialogue systems using generative hierarchical neural network models I Serban, A Sordoni, Y Bengio, A Courville, J Pineau Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016 | 2220* | 2016 |
| 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 | 1483 | 2016 |
| A hierarchical latent variable encoder-decoder model for generating dialogues I Serban, A Sordoni, R Lowe, L Charlin, J Pineau, A Courville, Y Bengio Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017 | 1264 | 2017 |
| 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 | 1108 | 2015 |
| Theano: A Python framework for fast computation of mathematical expressions R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... arXiv e-prints, arXiv: 1605.02688, 2016 | 1089* | 2016 |
| 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 | 419 | 2015 |
| 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 | 412 | 2017 |
| The second conversational intelligence challenge (convai2) E Dinan, V Logacheva, V Malykh, A Miller, K Shuster, J Urbanek, D Kiela, ... The NeurIPS'18 Competition: From Machine Learning to Intelligent …, 2020 | 360 | 2020 |
| A deep reinforcement learning chatbot IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ... arXiv preprint arXiv:1709.02349, 2017 | 344 | 2017 |
| Generating factoid questions with recurrent neural networks: The 30m factoid question-answer corpus IV Serban, A García-Durán, C Gulcehre, S Ahn, S Chandar, A Courville, ... arXiv preprint arXiv:1603.06807, 2016 | 341 | 2016 |
| Multiresolution recurrent neural networks: An application to dialogue response generation I Serban, T Klinger, G Tesauro, K Talamadupula, B Zhou, Y Bengio, ... Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 241 | 2017 |
| Training end-to-end dialogue systems with the ubuntu dialogue corpus R Lowe, N Pow, IV Serban, L Charlin, CW Liu, J Pineau Dialogue & Discourse 8 (1), 31-65, 2017 | 179 | 2017 |
| Generative deep neural networks for dialogue: A short review IV Serban, R Lowe, L Charlin, J Pineau arXiv preprint arXiv:1611.06216, 2016 | 100 | 2016 |
| 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 | 76 | 2016 |
| Piecewise latent variables for neural variational text processing IV Serban, AG Ororbia II, J Pineau, A Courville arXiv preprint arXiv:1612.00377, 2016 | 56* | 2016 |
| 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 | 53 | 2015 |
| Theano: A Python framework for fast computation of mathematical expressions. arXiv R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... arXiv preprint arXiv:1605.02688 10, 2016 | 50 | 2016 |
| Automated personalized feedback improves learning gains in an intelligent tutoring system E Kochmar, DD Vu, R Belfer, V Gupta, IV Serban, J Pineau Artificial Intelligence in Education: 21st International Conference, AIED …, 2020 | 46 | 2020 |
| Automated data-driven generation of personalized pedagogical interventions in intelligent tutoring systems E Kochmar, DD Vu, R Belfer, V Gupta, IV Serban, J Pineau International Journal of Artificial Intelligence in Education 32 (2), 323-349, 2022 | 30 | 2022 |
| The bottleneck simulator: A model-based deep reinforcement learning approach IV Serban, C Sankar, M Pieper, J Pineau, Y Bengio Journal of Artificial Intelligence Research 69, 571-612, 2020 | 30 | 2020 |
Joelle PineauSchool of Computer Science, McGill University; FAIR, Meta AI; MilaVerified email at cs.mcgill.ca
