Layla El Asri
Layla El Asri
Research Lead at Borealis AI
Verified email at borealisai.com - Homepage
TitleCited byYear
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
532017
A sequence-to-sequence model for user simulation in spoken dialogue systems
L El Asri, J He, K Suleman
Interspeech, 2016
452016
Policy networks with two-stage training for dialogue systems
M Fatemi, L El Asri, H Schulz, J He, K Suleman
SIGDIAL, 2016
402016
NASTIA: Negotiating Appointment Setting Interface.
L El Asri, R Lemonnier, R Laroche, O Pietquin, H Khouzaimi
LREC, 266-271, 2014
252014
Reward Function Learning for Dialogue Management.
L El Asri, R Laroche, O Pietquin
STAIRS, 95-106, 2012
242012
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
202013
Score-based inverse reinforcement learning
L El Asri, B Piot, M Geist, R Laroche, O Pietquin
Proceedings of the 2016 International Conference on Autonomous Agents …, 2016
182016
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
162017
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
142014
Textworld: A learning environment for text-based games
MA Côté, Á Kádár, X Yuan, B Kybartas, T Barnes, E Fine, J Moore, ...
arXiv preprint arXiv:1806.11532, 2018
122018
A Frame Tracking Model for Memory-Enhanced Dialogue Systems
H Schulz, J Zumer, L El Asri, S Sharma
ACL Repl4NLP, 2017
92017
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
92014
DINASTI: Dialogues with a Negotiating Appointment Setting Interface.
L El Asri, R Laroche, O Pietquin
LREC, 272-278, 2014
82014
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
72017
Keep Drawing It: Iterative language-based image generation and editing
A El-Nouby, S Sharma, H Schulz, D Hjelm, LE Asri, SE Kahou, Y Bengio, ...
arXiv preprint arXiv:1811.09845, 2018
42018
Towards solving text-based games by producing adaptive action spaces
RY Tao, MA Côté, X Yuan, LE Asri
arXiv preprint arXiv:1812.00855, 2018
32018
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
22018
A Study of State Aliasing in Structured Prediction with RNNs
LE Asri, A Trischler
arXiv preprint arXiv:1906.09310, 2019
2019
TextWorld: A Learning Environment for Text-Based Games
T Barnes, E Fine, J Moore, M Hausknecht, L El Asri, M Adada, W Tay, ...
Computer Games: 7th Workshop, CGW 2018, Held in Conjunction with the 27th …, 2019
2019
Simultaneous dialogue state management using frame tracking
J Harris, L El Asri, F Emery, R Mehrotra, H Schulz, S Sharma, J Zumer
US Patent App. 15/628,421, 2018
2018
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