Ahmed Aly
7 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (25) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
ACL (2)
EMNLP (2)
EACL (1)
IJCNLP (1)
NAACL (1)
Top co-authors
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
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog
NAACL 2021
Diagnosing Transformers in Task-Oriented Semantic Parsing
ACL 2021
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing
EMNLP 2021
Diagnosing Transformers in Task-Oriented Semantic Parsing
IJCNLP 2021
Evaluating Lottery Tickets Under Distributional Shifts
EMNLP 2019