The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems. - Ryan Lowe; Nissan Pow; Iulian Serban; Joelle Pineau (SIGDIAL Conference, 2015)

A Survey of Available Corpora for Building Data-Driven Dialogue Systems. - Iulian Vlad Serban; Ryan Lowe; Peter Henderson 002; Laurent Charlin; Joelle Pineau (CoRR, 2015)

Hierarchical Neural Network Generative Models for Movie Dialogues. - Iulian Vlad Serban; Alessandro Sordoni; Yoshua Bengio; Aaron C. Courville; Joelle Pineau (CoRR, 2015)

Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models. - Iulian Vlad Serban; Alessandro Sordoni; Yoshua Bengio; Aaron C. Courville; Joelle Pineau (AAAI, 2016)

Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus. - Iulian Vlad Serban; Alberto García-Durán; Çaglar Gülçehre; Sungjin Ahn; Sarath Chandar; Aaron C. Courville; Yoshua Bengio (ACL (1), 2016)

How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation. - Chia-Wei Liu; Ryan Lowe; Iulian Serban; Michael Noseworthy; Laurent Charlin; Joelle Pineau (EMNLP, 2016)

On the Evaluation of Dialogue Systems with Next Utterance Classification. - Ryan Lowe; Iulian Vlad Serban; Michael Noseworthy; Laurent Charlin; Joelle Pineau (SIGDIAL Conference, 2016)

Theano: A Python framework for fast computation of mathematical expressions. - Rami Al-Rfou; Guillaume Alain; Amjad Almahairi; Christof Angermüller; Dzmitry Bahdanau; Nicolas Ballas; Frédéric Bastien; Justin Bayer; Anatoly Belikov; Alexander Belopolsky; Yoshua Bengio; Arnaud Bergeron; et al. (CoRR, 2016)

Generative Deep Neural Networks for Dialogue: A Short Review. - Iulian Vlad Serban; Ryan Lowe; Laurent Charlin; Joelle Pineau (CoRR, 2016)

Multi-modal Variational Encoder-Decoders. - Iulian Vlad Serban; Alexander G. Ororbia II; Joelle Pineau; Aaron C. Courville (CoRR, 2016)

Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation. - Iulian Vlad Serban; Tim Klinger; Gerald Tesauro; Kartik Talamadupula; Bowen Zhou 002; Yoshua Bengio; Aaron C. Courville (AAAI, 2017)

A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues. - Iulian Vlad Serban; Alessandro Sordoni; Ryan Lowe; Laurent Charlin; Joelle Pineau; Aaron C. Courville; Yoshua Bengio (AAAI, 2017)

Piecewise Latent Variables for Neural Variational Text Processing. - Iulian Vlad Serban; Alexander Ororbia; Joelle Pineau; Aaron C. Courville (SPNLP@EMNLP, 2017)

Towards an automatic Turing test: Learning to evaluate dialogue responses. - Ryan Lowe; Michael Noseworthy; Iulian Vlad Serban; Nicolas Angelard-Gontier; Yoshua Bengio; Joelle Pineau (ICLR (Workshop), 2017)

A Deep Reinforcement Learning Chatbot. - Iulian Vlad Serban; Chinnadhurai Sankar; Mathieu Germain; Saizheng Zhang; Zhouhan Lin; Sandeep Subramanian; Taesup Kim; Michael Pieper; Sarath Chandar; Nan Rosemary Ke; Sai Mudumba; Alexandre de Brébisson; et al. (CoRR, 2017)

Training End-to-End Dialogue Systems with the Ubuntu Dialogue Corpus. - Ryan Thomas Lowe; Nissan Pow; Iulian Vlad Serban; Laurent Charlin; Chia-Wei Liu; Joelle Pineau (Dialogue Discourse, 2017)

A Deep Reinforcement Learning Chatbot (Short Version). - Iulian Vlad Serban; Chinnadhurai Sankar; Mathieu Germain; Saizheng Zhang; Zhouhan Lin; Sandeep Subramanian; Taesup Kim; Michael Pieper; Sarath Chandar; Nan Rosemary Ke; Sai Rajeswar; Alexandre de Brébisson; et al. (CoRR, 2018)

The RLLChatbot: a solution to the ConvAI challenge. - Nicolas Gontier; Koustuv Sinha; Peter Henderson 002; Iulian Serban; Michael Noseworthy; Prasanna Parthasarathi; Joelle Pineau (CoRR, 2018)

A Survey of Available Corpora For Building Data-Driven Dialogue Systems: The Journal Version. - Iulian Vlad Serban; Ryan Lowe; Peter Henderson 002; Laurent Charlin; Joelle Pineau (Dialogue Discourse, 2018)

The Second Conversational Intelligence Challenge (ConvAI2). - Emily Dinan; Varvara Logacheva; Valentin Malykh; Alexander H. Miller; Kurt Shuster 001; Jack Urbanek; Douwe Kiela; Arthur Szlam; Iulian Serban; Ryan Lowe; Shrimai Prabhumoye; Alan W. Black; et al. (CoRR, 2019)

Automated Personalized Feedback Improves Learning Gains in An Intelligent Tutoring System. - Ekaterina Kochmar; Dung Do Vu; Robert Belfer; Varun Gupta; Iulian Vlad Serban; Joelle Pineau (AIED (2), 2020)

A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based ITS for STEM. - Iulian Vlad Serban; Varun Gupta; Ekaterina Kochmar; Dung Do Vu; Robert Belfer; Joelle Pineau; Aaron C. Courville; Laurent Charlin; Yoshua Bengio (AIED (2), 2020)

The Bottleneck Simulator: A Model-Based Deep Reinforcement Learning Approach. - Iulian Vlad Serban; Chinnadhurai Sankar; Michael Pieper; Joelle Pineau; Yoshua Bengio (J. Artif. Intell. Res., 2020)

Deep Discourse Analysis for Generating Personalized Feedback in Intelligent Tutor Systems. - Matt Grenander; Robert Belfer; Ekaterina Kochmar; Iulian Vlad Serban; François St-Hilaire; Jackie Chi Kit Cheung (AAAI, 2021)

A Comparative Study of Learning Outcomes for Online Learning Platforms. - François St-Hilaire; Nathan Burns; Robert Belfer; Muhammad Shayan; Ariella Smofsky; Dung Do Vu; Antoine Frau; Joseph Potochny; Farid Faraji; Vincent Pavero; Neroli Ko; Ansona Onyi Ching; et al. (AIED (2), 2021)

Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval. - Devang Kulshreshtha; Robert Belfer; Iulian Vlad Serban; Siva Reddy (EMNLP (1), 2021)

Raising Student Completion Rates with Adaptive Curriculum and Contextual Bandits. - Robert Belfer; Ekaterina Kochmar; Iulian Vlad Serban (AIED (1), 2022)

Question Personalization in an Intelligent Tutoring System. - Sabina Elkins; Ekaterina Kochmar; Robert Belfer; Iulian Serban; Jackie Chi Kit Cheung (AIED (2), 2022)

Few-Shot Question Generation for Personalized Feedback in Intelligent Tutoring Systems. - Devang Kulshreshtha; Muhammad Shayan; Robert Belfer; Siva Reddy; Iulian Vlad Serban; Ekaterina Kochmar (PAIS@ECAI, 2022)

Automated Data-Driven Generation of Personalized Pedagogical Interventions in Intelligent Tutoring Systems. - Ekaterina Kochmar; Dung Do Vu; Robert Belfer; Varun Gupta; Iulian Vlad Serban; Joelle Pineau (Int. J. Artif. Intell. Educ., 2022)

A New Era: Intelligent Tutoring Systems Will Transform Online Learning for Millions. - François St-Hilaire; Dung Do Vu; Antoine Frau; Nathan Burns; Farid Faraji; Joseph Potochny; Stephane Robert; Arnaud Roussel; Selene Zheng; Taylor Glazier; Junfel Vincent Romano; Robert Belfer; et al. (CoRR, 2022)

How Useful Are Educational Questions Generated by Large Language Models? - Sabina Elkins; Ekaterina Kochmar; Iulian Serban; Jackie Chi Kit Cheung (AIED (Posters/Late Breaking Results/...), 2023)

How Teachers Can Use Large Language Models and Bloom's Taxonomy to Create Educational Quizzes. - Sabina Elkins; Ekaterina Kochmar; Jackie C. K. Cheung; Iulian Serban (AAAI, 2024)