About
Discord Stateoftheart AI
GitHub

Publications

36

Cited by

5014

Iulian Vlad Serban

artificial intelligencemachine learningdeep learningreinforcement learningnatural language processing

University of Montreal

Papers and Citations

1 - 50
Building end-to-end dialogue systems using generative hierarchical neural network models
2015
Joelle Pineau
Alessandro Sordoni
Aaron Courville
+2
Cited by 1385
A hierarchical latent variable encoder-decoder model for generating dialogues
2016
Joelle Pineau
Laurent Charlin
Iulian Vlad Serban
+4
Cited by 790
How not to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation
2016
Ryan Lowe
Joelle Pineau
Laurent Charlin
+3
Cited by 737
Theano: A Python framework for fast computation of mathematical expressions
2016
Alexandre de Brébisson
Alexander Belopolsky
Jeremiah Lowin
+109
Cited by 735
The ubuntu dialogue corpus: A large dataset for research in unstructured multi-turn dialogue systems
2015
N Pow
Ryan Lowe
Iulian Vlad Serban
+2
Cited by 685
A survey of available corpora for building data-driven dialogue systems
2015
Peter Henderson
Iulian Vlad Serban
Laurent Charlin
+2
Cited by 257
Towards an automatic turing test: Learning to evaluate dialogue responses
2017
Yoshua Bengio
Joelle Pineau
Iulian Vlad Serban
+3
Cited by 241
Generating factoid questions with recurrent neural networks: The 30m factoid question-answer corpus
2016
A García-Durán
Aaron Courville
Yoshua Bengio
+5
Cited by 222
A survey of available corpora for building data-driven dialogue systems: The journal version
2018
Peter Henderson
Iulian Vlad Serban
Ryan Lowe
+2
Cited by 207
A deep reinforcement learning chatbot
2017
Vincent Michalski
Nan Rosemary Ke
Dendi Suhubdy
+15
Cited by 198
Multiresolution recurrent neural networks: An application to dialogue response generation
2016
Tim Klinger
Bowen Zhou
Gerald Tesauro
+4
Cited by 185
Hierarchical neural network generative models for movie dialogues
2015
Aaron Courville
Joelle Pineau
Iulian Vlad Serban
+3
Cited by 155
Training end-to-end dialogue systems with the ubuntu dialogue corpus
2017
Chia-Wei Liu
Nissan Pow
Laurent Charlin
+5
Cited by 130
The Second Conversational Intelligence Challenge (ConvAI2)
2019
Mikhail Burtsev, Михаил Бурцев
Alexander Rudnicky
Joelle Pineau
+15
Cited by 84
Generative deep neural networks for dialogue: A short review
2016
Ryan Lowe
Iulian Vlad Serban
Joelle Pineau
+1
Cited by 65
On the evaluation of dialogue systems with next utterance classification
2016
Iulian Vlad Serban
Laurent Charlin
Ryan Lowe
+2
Cited by 48
Piecewise latent variables for neural variational text processing
2016
Alexander G. Ororbia
Iulian Vlad Serban
Joelle Pineau
+2
Cited by 38
Incorporating unstructured textual knowledge sources into neural dialogue systems
2015
N Pow
Laurent Charlin
Iulian Vlad Serban
+2
Cited by 29
A deep reinforcement learning chatbot (short version)
2018
Alexandre Nguyen
Sandeep Subramanian
Alexandre de Brebisson
+15
Cited by 23
Multi-modal variational encoder-decoders
2016
Aaron Courville
Joelle Pineau
Iulian Vlad Serban
+1
Cited by 18
The bottleneck simulator: A model-based deep reinforcement learning approach
2018
Michael Pieper
M Pieper
Iulian Vlad Serban
+3
Cited by 17
The octopus approach to the Alexa competition: A deep ensemble-based socialbot
2017
Saizheng Zhang
Alexandre de Brebisson
Alexandre Nguyen
+12
Cited by 7
Text-based speaker identification for multi-participant opendomain dialogue systems
2015
Joelle Pineau
Iulian Vlad Serban
Cited by 7
The first conversational intelligence challenge
2018
Alan W Black
Iulian Vlad Serban
Varvara Logacheva
+6
Cited by 6
A dataset of topic-oriented human-to-chatbot dialogues
2018
Vadim Poluliakh
Alan W Black
Ryan Lowe
+7
Cited by 2
Prediction of changes in the stock market using twitter and sentiment analysis
2014
X Wu
DS González
Iulian Vlad Serban
Cited by 1
The RLLChatbot: a solution to the ConvAI challenge
2018
Michael Noseworthy
Prasanna Parthasarathi
Peter Henderson
+4
Cited by 1
Maximum likelihood learning and inference in conditional random fields
2012
Iulian Vlad Serban
Cited by 1
Introduction to NIPS 2017 Competition Track
2018
Amir Banifatemi
Jenna Sandker
Carmichael F Ong
+36
Cited by 1
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval
2021
R Belfer
Devang Kulshreshtha
Iulian Vlad Serban
Cited by
A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based ITS for STEM
2020
Varun Gupta
Dung D Vu
Robert Belfer
+6
Cited by
Automated Personalized Feedback Improves Learning Gains in an Intelligent Tutoring System
2020
R Belfer
DD Vu
V Gupta
+3
Cited by
Learning to Play Chess from Scratch
2014
D Barber
P Dayan
Iulian Vlad Serban
Cited by
Representation learning for dialogue systems
2020
Iulian Vlad Serban
Cited by
Seizure Detection Challenge The Fitzgerald team solution
2014
Wittawat Jitkritum
Matthieu Louis
Ben Dongsung Huh
+9
Cited by
Selected Graphical Models and Their Applications in Data Analysis
Iulian Vlad Serban
Cited by
Implicit Affective Tagging
Iulian Vlad Serban
Cited by