Haytham Assem
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
unsupervised learning
(2)
neural network pruning
(1)
representation learning
(1)
zero-shot learning
(1)
multi-task learning
(1)
point set registration
(1)
knowledge distillation
(1)
cross-lingual transfer
(1)
bilingual alignment
(1)
intent classification
(1)
denoising autoencoder
(1)
dual encoder
(1)
sentence embedding
(1)
cross-lingual learning
(1)
adversarial network
(1)
open-domain question answering
(1)
bilingual lexicon induction
(1)
cross-lingual word embedding
(1)
multilingual embedding
(1)
factual consistency
(1)
Papers
Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding
NAACL 2024
Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification
COLING 2024
Aligned Weight Regularizers for Pruning Pretrained Neural Networks
ACL 2022
Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment
COLING 2022
Cross-lingual Sentence Embedding using Multi-Task Learning
EMNLP 2021