Ahmed Aly
6 papers · 2019–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core Methods
(3)
Architectures
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Applications
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
task-oriented dialogue
(2)
semantic parsing
(2)
transfer learning
(1)
network pruning
(1)
low-resource learning
(1)
efficient inference
(1)
span prediction
(1)
early exit
(1)
convolutional neural network
(1)
inductive bia
(1)
inference optimization
(1)
distributional shift
(1)
inference acceleration
(1)
cross-domain generalization
(1)
speculative decoding
(1)
sequence-to-sequence model
(1)
non-autoregressive decoding
(1)
encoder-decoder model
(1)
task-oriented dialog
(1)
cross-domain transfer
(1)
Papers
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
ACL 2024
Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing
EACL 2023
Diagnosing Transformers in Task-Oriented Semantic Parsing
ACL 2021
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog
NAACL 2021
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing
EMNLP 2021
Evaluating Lottery Tickets Under Distributional Shifts
EMNLP 2019