Layla El Asri
5 papers · 2016–2022 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
🧭
Keyword Pioneer
🚀
Conference Pioneer
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Core AI
(1)
Core Methods
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Optimization & Theory
(1)
Keywords
representation learning
(1)
imitation learning
(1)
structure learning
(1)
self-supervised learning
(1)
text generation
(1)
text-to-image generation
(1)
dialogue state tracking
(1)
recurrent neural network
(1)
language generation
(1)
latent structure
(1)
exposure bia
(1)
sequence-to-sequence model
(1)
latent graph
(1)
error accumulation
(1)
keyphrase generation
(1)
training inference mismatch
(1)
graph neural network
(1)
user simulation
(1)
interactive generation
(1)
neural unlikelihood
(1)
Papers
Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation
ACL 2022
SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks
NeurIPS 2021
Diverse Keyphrase Generation with Neural Unlikelihood Training
COLING 2020
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction
ICCV 2019
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems
Interspeech 2016