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2020 – today
- 2022
[c18]Kushal Arora, Layla El Asri, Hareesh Bahuleyan, Jackie Chi Kit Cheung:
Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation. ACL (Findings) 2022: 700-710- [i13]Kushal Arora, Layla El Asri, Hareesh Bahuleyan, Jackie Chi Kit Cheung:
Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation. CoRR abs/2204.01171 (2022) - 2021
- [c17]Bahare Fatemi, Layla El Asri, Seyed Mehran Kazemi:
SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks. NeurIPS 2021: 22667-22681 - [i12]Bahare Fatemi, Layla El Asri, Seyed Mehran Kazemi:
SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks. CoRR abs/2102.05034 (2021) - 2020
- [c16]Hareesh Bahuleyan, Layla El Asri:
Diverse Keyphrase Generation with Neural Unlikelihood Training. COLING 2020: 5271-5287 - [i11]Hareesh Bahuleyan, Layla El Asri:
Diverse Keyphrase Generation with Neural Unlikelihood Training. CoRR abs/2010.07665 (2020)
2010 – 2019
- 2019
- [c15]Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, R. Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W. Taylor:
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction. ICCV 2019: 10303-10311 - [c14]Layla El Asri, Adam Trischler:
A Study of State Aliasing in Structured Prediction with RNNs. DeepRLStructPred@ICLR 2019 - [i10]Layla El Asri, Adam Trischler:
A Study of State Aliasing in Structured Prediction with RNNs. CoRR abs/1906.09310 (2019) - 2018
- [c13]Marc-Alexandre Côté, Ákos Kádár, Xingdi Yuan, Ben Kybartas, Tavian Barnes, Emery Fine, James Moore, Matthew J. Hausknecht, Layla El Asri, Mahmoud Adada, Wendy Tay, Adam Trischler:
TextWorld: A Learning Environment for Text-Based Games. CGW@IJCAI 2018: 41-75 - [i9]Marc-Alexandre Côté, Ákos Kádár, Xingdi Yuan, Ben Kybartas, Tavian Barnes, Emery Fine, James Moore, Matthew J. Hausknecht, Layla El Asri, Mahmoud Adada, Wendy Tay, Adam Trischler:
TextWorld: A Learning Environment for Text-based Games. CoRR abs/1806.11532 (2018) - [i8]Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, R. Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W. Taylor:
Keep Drawing It: Iterative language-based image generation and editing. CoRR abs/1811.09845 (2018) - [i7]Ruo Yu Tao, Marc-Alexandre Côté, Xingdi Yuan, Layla El Asri:
Towards Solving Text-based Games by Producing Adaptive Action Spaces. CoRR abs/1812.00855 (2018) - [i6]Dat Tien Nguyen, Shikhar Sharma, Hannes Schulz, Layla El Asri:
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context. CoRR abs/1812.07023 (2018) - 2017
- [c12]Hannes Schulz, Jeremie Zumer, Layla El Asri, Shikhar Sharma:
A Frame Tracking Model for Memory-Enhanced Dialogue Systems. Rep4NLP@ACL 2017: 219-227 - [c11]Layla El Asri, Hannes Schulz, Shikhar Sharma, Jeremie Zumer, Justin Harris, Emery Fine, Rahul Mehrotra, Kaheer Suleman:
Frames: a corpus for adding memory to goal-oriented dialogue systems. SIGDIAL Conference 2017: 207-219 - [i5]Layla El Asri, Hannes Schulz, Shikhar Sharma
, Jeremie Zumer, Justin Harris, Emery Fine, Rahul Mehrotra, Kaheer Suleman:
Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems. CoRR abs/1704.00057 (2017) - [i4]Hannes Schulz, Jeremie Zumer, Layla El Asri, Shikhar Sharma:
A Frame Tracking Model for Memory-Enhanced Dialogue Systems. CoRR abs/1706.01690 (2017) - [i3]Shikhar Sharma, Layla El Asri, Hannes Schulz, Jeremie Zumer:
Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation. CoRR abs/1706.09799 (2017) - 2016
- [b1]Layla El Asri:
Learning the Parameters of Reinforcement Learning from Data for Adaptive Spoken Dialogue Systems. (Apprentissage automatique des paramètres de l'apprentissage par renforcement pour les systèmes de dialogues adaptatifs). University of Lorraine, Nancy, France, 2016 - [c10]Layla El Asri, Bilal Piot, Matthieu Geist, Romain Laroche, Olivier Pietquin:
Score-based Inverse Reinforcement Learning. AAMAS 2016: 457-465 - [c9]Layla El Asri, Jing He, Kaheer Suleman:
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems. INTERSPEECH 2016: 1151-1155 - [c8]Layla El Asri, Romain Laroche, Olivier Pietquin:
Compact and Interpretable Dialogue State Representation with Genetic Sparse Distributed Memory. IWSDS 2016: 39-51 - [c7]Mehdi Fatemi, Layla El Asri, Hannes Schulz, Jing He, Kaheer Suleman:
Policy Networks with Two-Stage Training for Dialogue Systems. SIGDIAL Conference 2016: 101-110 - [i2]Mehdi Fatemi, Layla El Asri, Hannes Schulz, Jing He, Kaheer Suleman:
Policy Networks with Two-Stage Training for Dialogue Systems. CoRR abs/1606.03152 (2016) - [i1]Layla El Asri, Jing He, Kaheer Suleman:
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems. CoRR abs/1607.00070 (2016) - 2014
- [c6]Layla El Asri, Hatim Khouzaimi, Romain Laroche, Olivier Pietquin:
Ordinal regression for interaction quality prediction. ICASSP 2014: 3221-3225 - [c5]Layla El Asri, Rémi Lemonnier, Romain Laroche, Olivier Pietquin, Hatim Khouzaimi:
NASTIA: Negotiating Appointment Setting Interface. LREC 2014: 266-271 - [c4]Layla El Asri, Romain Laroche, Olivier Pietquin:
DINASTI: Dialogues with a Negotiating Appointment Setting Interface. LREC 2014: 272-278 - 2013
- [c3]Layla El Asri, Romain Laroche:
Will my Spoken Dialogue System be a Slow Learner ? SIGDIAL Conference 2013: 97-101 - [c2]Layla El Asri, Romain Laroche, Olivier Pietquin:
Reward Shaping for Statistical Optimisation of Dialogue Management. SLSP 2013: 93-101 - 2012
- [c1]Layla El Asri, Romain Laroche, Olivier Pietquin:
Reward Function Learning for Dialogue Management. STAIRS 2012: 95-106
Coauthor Index
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