Layla El Asri

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 25

Top Venues

CoRR

SIGDIAL Conference

LREC

DeepRLStructPred@ICLR

University of Lorraine, Nancy, France (PHD)

Education History

University of Lorraine, Nancy, France

PHD

Publications

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)
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 (2022)
Bahare Fatemi, Layla El Asri, Seyed Mehran Kazemi
SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks. NeurIPS (2021)
Bahare Fatemi, Layla El Asri, Seyed Mehran Kazemi
SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks. CoRR (2021)
Hareesh Bahuleyan, Layla El Asri
Diverse Keyphrase Generation with Neural Unlikelihood Training. CoRR (2020)
Hareesh Bahuleyan, Layla El Asri
Diverse Keyphrase Generation with Neural Unlikelihood Training. COLING (2020)
Layla El Asri, Adam Trischler
A Study of State Aliasing in Structured Prediction with RNNs. CoRR (2019)
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)
Layla El Asri, Adam Trischler
A Study of State Aliasing in Structured Prediction with RNNs. DeepRLStructPred@ICLR (2019)
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 (2018)
Dat Tien Nguyen, Shikhar Sharma, Hannes Schulz, Layla El Asri
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context. CoRR (2018)
Ruo Yu Tao, Marc-Alexandre Côté, Xingdi Yuan, Layla El Asri
Towards Solving Text-based Games by Producing Adaptive Action Spaces. CoRR (2018)
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)
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 (2018)
Hannes Schulz, Jeremie Zumer, Layla El Asri, Shikhar Sharma
A Frame Tracking Model for Memory-Enhanced Dialogue Systems. Rep4NLP@ACL (2017)
Shikhar Sharma, Layla El Asri, Hannes Schulz, Jeremie Zumer
Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation. CoRR (2017)
Hannes Schulz, Jeremie Zumer, Layla El Asri, Shikhar Sharma
A Frame Tracking Model for Memory-Enhanced Dialogue Systems. CoRR (2017)
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)
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 (2017)
Mehdi Fatemi, Layla El Asri, Hannes Schulz, Jing He, Kaheer Suleman
Policy Networks with Two-Stage Training for Dialogue Systems. CoRR (2016)
Layla El Asri, Jing He, Kaheer Suleman
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems. CoRR (2016)
Layla El Asri, Jing He, Kaheer Suleman
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems. INTERSPEECH (2016)
Mehdi Fatemi, Layla El Asri, Hannes Schulz, Jing He, Kaheer Suleman
Policy Networks with Two-Stage Training for Dialogue Systems. SIGDIAL Conference (2016)
Layla El Asri, Bilal Piot, Matthieu Geist, Romain Laroche, Olivier Pietquin
Score-based Inverse Reinforcement Learning. AAMAS (2016)
Layla El Asri, Romain Laroche, Olivier Pietquin
Compact and Interpretable Dialogue State Representation with Genetic Sparse Distributed Memory. IWSDS (2016)
Layla El Asri, Romain Laroche, Olivier Pietquin
DINASTI: Dialogues with a Negotiating Appointment Setting Interface. LREC (2014)
Layla El Asri, Hatim Khouzaimi, Romain Laroche, Olivier Pietquin
Ordinal regression for interaction quality prediction. ICASSP (2014)
Layla El Asri, Rémi Lemonnier, Romain Laroche, Olivier Pietquin, Hatim Khouzaimi
NASTIA: Negotiating Appointment Setting Interface. LREC (2014)
Layla El Asri, Romain Laroche
Will my Spoken Dialogue System be a Slow Learner ? SIGDIAL Conference (2013)
Layla El Asri, Romain Laroche, Olivier Pietquin
Reward Shaping for Statistical Optimisation of Dialogue Management. SLSP (2013)
Layla El Asri, Romain Laroche, Olivier Pietquin
Reward Function Learning for Dialogue Management. STAIRS (2012)

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Publication Activity (10 Years)

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Layla El Asri