Iulian Serban

发表

Theano: A Python framework for fast computation of mathematical expressions pdf

John Salvatier, Razvan Pascanu, Sina Honari, 2016, ArXiv.

Hierarchical Neural Network Generative Models for Movie Dialogues pdf

Joelle Pineau, Yoshua Bengio, Aaron C. Courville, 2015, ArXiv.

A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based ITS for STEM

Joelle Pineau, Yoshua Bengio, Aaron C. Courville, 2020, AIED.

The Second Conversational Intelligence Challenge (ConvAI2) pdf

Joelle Pineau, Alexander I. Rudnicky, Jason Weston, 2019, The NeurIPS '18 Competition.

Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation

Bowen Zhou, Yoshua Bengio, Kartik Talamadupula, 2016, AAAI.

Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses pdf

Joelle Pineau, Yoshua Bengio, Ryan Lowe, 2017, ACL.

A Survey of Available Corpora for Building Data-Driven Dialogue Systems pdf

Joelle Pineau, Peter Henderson, Iulian Serban, 2015, Dialogue Discourse.

Text-Based Speaker Identification For Multi-Participant Open-Domain Dialogue Systems

Iulian Serban, 2015 .

The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems pdf

Joelle Pineau, Iulian Serban, Ryan Lowe, 2015, SIGDIAL Conference.

A Deep Reinforcement Learning Chatbot pdf

Joelle Pineau, Sandeep Subramanian, Michael Pieper, 2017, ArXiv.

A Dataset of Topic-Oriented Human-to-Chatbot Dialogues

Alexander I. Rudnicky, Alan W Black, Yoshua Bengio, 2018 .

Representation learning for dialogue systems

Iulian Vlad Serban, Iulian Serban, 2020 .

Prediction of changes in the stock market using twitter and sentiment analysis

Iulian Serban, David Gonzalez, Xu Wu, 2014 .

The Octopus Approach to the Alexa Competition : A Deep Ensemble-based Socialbot

Nan Rosemary Ke, Yoshua Bengio, A. D. Brébisson, 2017 .

Few-shot Question Generation for Personalized Feedback in Intelligent Tutoring Systems

Iulian Serban, E. Kochmar, Robert Belfer, 2022, PAIS@ECAI.

Question Personalization in an Intelligent Tutoring System

Iulian Serban, J. C. Cheung, E. Kochmar, 2022, AIED.

The RLLChatbot: a solution to the ConvAI challenge pdf

Joelle Pineau, Peter Henderson, Koustuv Sinha, 2018, ArXiv.

Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus pdf

Yoshua Bengio, Aaron C. Courville, Alberto García-Durán, 2016, ACL.

Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval

Siva Reddy, Robert Belfer, Iulian Vlad Serban, 2021, EMNLP.

Comparative Study of Learning Outcomes for Online Learning Platforms

Dung D. Vu, Ansona Onyi Ching, Iulian Serban, 2021, AIED.

Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models

Joelle Pineau, Yoshua Bengio, Aaron C. Courville, 2015, AAAI.

Generative Deep Neural Networks for Dialogue: A Short Review pdf

Joelle Pineau, Iulian Serban, Ryan Lowe, 2016, ArXiv.

How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation

Joelle Pineau, Iulian Serban, Ryan Lowe, 2016, EMNLP.

A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues pdf

Joelle Pineau, Yoshua Bengio, Aaron C. Courville, 2016, AAAI.

Training End-to-End Dialogue Systems with the Ubuntu Dialogue Corpus

Joelle Pineau, Iulian Serban, Chia-Wei Liu, 2017, Dialogue Discourse.

How Useful are Educational Questions Generated by Large Language Models?

Iulian Serban, E. Kochmar, Sabina Elkins, 2023, AIED.

A New Era: Intelligent Tutoring Systems Will Transform Online Learning for Millions

Dung D. Vu, Ansona Onyi Ching, Iulian Serban, 2022, ArXiv.

On the Evaluation of Dialogue Systems with Next Utterance Classification pdf

Joelle Pineau, Iulian Serban, Ryan Lowe, 2016, SIGDIAL Conference.

Piecewise Latent Variables for Neural Variational Text Processing

Joelle Pineau, Aaron C. Courville, Alexander Ororbia, 2016, EMNLP.

Automated Data-Driven Generation of Personalized Pedagogical Interventions in Intelligent Tutoring Systems

Joelle Pineau, Ekaterina Kochmar, Robert Belfer, 2021, International Journal of Artificial Intelligence in Education.

A Deep Reinforcement Learning Chatbot (Short Version) pdf

Joelle Pineau, Sandeep Subramanian, Michael Pieper, 2018, ArXiv.

Latent Variable Hierarchical Recurrent Encoder-Decoder ( VHRED ) Figure 1 : VHRED computational graph

Iulian Serban, 2017 .

The Bottleneck Simulator: A Model-based Deep Reinforcement Learning Approach

Joelle Pineau, Michael Pieper, Yoshua Bengio, 2018, J. Artif. Intell. Res..

Deep Discourse Analysis for Generating Personalized Feedback in Intelligent Tutor Systems

Ekaterina Kochmar, Robert Belfer, Jackie C. K. Cheung, 2021, AAAI.

P NEG : Prompt-based Negative Response Generation for Robust Response Selection Model

Yinhan Liu, Myle Ott, Naman Goyal, 2022 .

S AFETY B ENCH : Identifying Safety-Sensitive Situations for Open-domain Conversational Systems

Teresa K. O'Leary, Cooper D. Raterink, Drew A. Hudson, 2021 .