Layla El Asri

According to our database, Layla El Asri authored at least 23 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation.

Kushal Arora, Layla El Asri, Hareesh Bahuleyan, Jackie Chi Kit Cheung

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks.

Bahare Fatemi, Layla El Asri, Seyed Mehran Kazemi

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Diverse Keyphrase Generation with Neural Unlikelihood Training.

Hareesh Bahuleyan, Layla El Asri

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

A Study of State Aliasing in Structured Prediction with RNNs.

Layla El Asri, Adam Trischler

Proceedings of the Deep Reinforcement Learning Meets Structured Prediction, 2019

Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction.

Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, R. Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W. Taylor

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

From FiLM to Video: Multi-turn Question Answering with Multi-modal Context.

Dat Tien Nguyen, Shikhar Sharma, Hannes Schulz, Layla El Asri

CoRR, 2018

Towards Solving Text-based Games by Producing Adaptive Action Spaces.

Ruo Yu Tao, Marc-Alexandre Côté, Xingdi Yuan, Layla El Asri

CoRR, 2018

Keep Drawing It: Iterative language-based image generation and editing.

Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, R. Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W. Taylor

CoRR, 2018

TextWorld: A Learning Environment for Text-Based Games.

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

Proceedings of the Computer Games - 7th Workshop, 2018

2017

Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation.

Shikhar Sharma, Layla El Asri, Hannes Schulz, Jeremie Zumer

CoRR, 2017

Frames: a corpus for adding memory to goal-oriented dialogue systems.

Layla El Asri, Hannes Schulz, Shikhar Sharma, Jeremie Zumer, Justin Harris, Emery Fine, Rahul Mehrotra, Kaheer Suleman

Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

A Frame Tracking Model for Memory-Enhanced Dialogue Systems.

Hannes Schulz, Jeremie Zumer, Layla El Asri, Shikhar Sharma

Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017

2016

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).

Layla El Asri

PhD thesis, 2016

Policy Networks with Two-Stage Training for Dialogue Systems.

Mehdi Fatemi, Layla El Asri, Hannes Schulz, Jing He, Kaheer Suleman

Proceedings of the SIGDIAL 2016 Conference, 2016

Compact and Interpretable Dialogue State Representation with Genetic Sparse Distributed Memory.

Layla El Asri, Romain Laroche, Olivier Pietquin

Proceedings of the Dialogues with Social Robots, 2016

A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems.

Layla El Asri, Jing He, Kaheer Suleman

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Score-based Inverse Reinforcement Learning.

Layla El Asri, Bilal Piot, Matthieu Geist, Romain Laroche, Olivier Pietquin

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2014

DINASTI: Dialogues with a Negotiating Appointment Setting Interface.

Layla El Asri, Romain Laroche, Olivier Pietquin

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

NASTIA: Negotiating Appointment Setting Interface.

Layla El Asri, Rémi Lemonnier, Romain Laroche, Olivier Pietquin, Hatim Khouzaimi

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Ordinal regression for interaction quality prediction.

Layla El Asri, Hatim Khouzaimi, Romain Laroche, Olivier Pietquin

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Reward Shaping for Statistical Optimisation of Dialogue Management.

Layla El Asri, Romain Laroche, Olivier Pietquin

Proceedings of the Statistical Language and Speech Processing, 2013

Will my Spoken Dialogue System be a Slow Learner ?

Layla El Asri, Romain Laroche

Proceedings of the SIGDIAL 2013 Conference, 2013

2012

Reward Function Learning for Dialogue Management.

Layla El Asri, Romain Laroche, Olivier Pietquin

Proceedings of the STAIRS 2012, 2012