Layla El Asri
Layla El Asri
Research Lead at Borealis AI
E-mail confirmado em borealisai.com - Página inicial
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Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems
L El Asri, H Schulz, S Sharma, J Zumer, J Harris, E Fine, R Mehrotra, ...
SIGDIAL, 2017
1062017
Policy networks with two-stage training for dialogue systems
M Fatemi, L El Asri, H Schulz, J He, K Suleman
SIGDIAL, 2016
702016
A sequence-to-sequence model for user simulation in spoken dialogue systems
L El Asri, J He, K Suleman
Interspeech, 2016
652016
Relevance of unsupervised metrics in task-oriented dialogue for evaluating natural language generation
S Sharma, LE Asri, H Schulz, J Zumer
arXiv preprint arXiv:1706.09799, 2017
282017
Reward Function Learning for Dialogue Management.
L El Asri, R Laroche, O Pietquin
STAIRS, 95-106, 2012
272012
Textworld: A learning environment for text-based games
MA Côté, Á Kádár, X Yuan, B Kybartas, T Barnes, E Fine, J Moore, ...
Workshop on Computer Games, 41-75, 2018
262018
Score-based inverse reinforcement learning
L El Asri, B Piot, M Geist, R Laroche, O Pietquin
262016
NASTIA: Negotiating Appointment Setting Interface.
L El Asri, R Lemonnier, R Laroche, O Pietquin, H Khouzaimi
LREC, 266-271, 2014
262014
Reward shaping for statistical optimisation of dialogue management
L El Asri, R Laroche, O Pietquin
International Conference on Statistical Language and Speech Processing, 93-101, 2013
232013
Task completion transfer learning for reward inference
L El Asri, R Laroche, O Pietquin
Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
152014
A Frame Tracking Model for Memory-Enhanced Dialogue Systems
H Schulz, J Zumer, L El Asri, S Sharma
ACL Repl4NLP, 2017
142017
Ordinal regression for interaction quality prediction
L El Asri, H Khouzaimi, R Laroche, O Pietquin
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
142014
From film to video: Multi-turn question answering with multi-modal context
DT Nguyen, S Sharma, H Schulz, LE Asri
arXiv preprint arXiv:1812.07023, 2018
102018
Towards solving text-based games by producing adaptive action spaces
RY Tao, MA Côté, X Yuan, LE Asri
arXiv preprint arXiv:1812.00855, 2018
82018
Compact and interpretable dialogue state representation with genetic sparse distributed memory
L El Asri, R Laroche, O Pietquin
Dialogues with Social Robots, 39-51, 2017
82017
DINASTI: Dialogues with a Negotiating Appointment Setting Interface.
L El Asri, R Laroche, O Pietquin
LREC, 272-278, 2014
82014
Tell, draw, and repeat: Generating and modifying images based on continual linguistic instruction
A El-Nouby, S Sharma, H Schulz, D Hjelm, LE Asri, SE Kahou, Y Bengio, ...
Proceedings of the IEEE International Conference on Computer Vision, 10304-10312, 2019
62019
Two-stage training of a spoken dialogue system
SMF Booshehri, L El Asri, H Schulz, J He, K Suleman
US Patent 10,395,646, 2019
32019
Keep drawing it: Iterative language-based image generation and editing
A El-Nouby, S Sharma, H Schulz, D Hjelm, L El Asri, SE Kahou, Y Bengio, ...
arXiv preprint arXiv:1811.09845 2, 2018
32018
Learning the Parameters of Reinforcement Learning from Data for Adaptive Spoken Dialogue Systems
L El Asri
32016
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