Nasser Zalmout
18 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (41) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🏆
Keyword Champion
(2)
🧭
Keyword Pioneer
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
🗃️
Keyword Collector
(84)
Venues
Top co-authors
Research topics
Machine Learning
(14)
Natural Language Processing
(13)
Artificial Intelligence
(9)
Core Methods
(9)
Applications
(8)
Learning Types · Machine Learning
(7)
Deep Learning
(5)
Core AI
(5)
Understanding
(5)
Learning Paradigms
(4)
Resources & Methods
(4)
Learning Types · Deep Learning
(3)
Architectures
(2)
Generation
(2)
Interdisciplinary
(1)
Keywords
morphological analysis
(4)
morphological disambiguation
(3)
word embedding
(3)
text normalization
(3)
information extraction
(3)
attribute value extraction
(3)
morphological tagging
(3)
product attribute extraction
(2)
multimodal learning
(2)
neural network
(2)
arabic nlp
(2)
weakly supervised learning
(2)
sequence labeling
(2)
product attribute
(2)
part-of-speech tagging
(2)
multi-task learning
(2)
sequence-to-sequence model
(2)
arabic language
(2)
adversarial training
(1)
reading comprehension
(1)
Papers
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training
NAACL 2025
Train a Unified Multimodal Data Quality Classifier with Synthetic Data
EMNLP 2025
Generative Models for Product Attribute Extraction
EMNLP 2023
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction
ACL 2023
Ask-and-Verify: Span Candidate Generation and Verification for Attribute Value Extraction
EMNLP 2022
Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction
EMNLP 2022
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
ACL 2021
End-to-End Conversational Search for Online Shopping with Utterance Transfer
EMNLP 2021
Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological Tagging
ACL 2020
Utilizing Subword Entities in Character-Level Sequence-to-Sequence Lemmatization Models
COLING 2020
Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling
ACL 2019
Unsupervised Neologism Normalization Using Embedding Space Mapping
EMNLP 2019
Addressing Noise in Multidialectal Word Embeddings
ACL 2018
Noise-Robust Morphological Disambiguation for Dialectal Arabic
NAACL 2018
Utilizing Character and Word Embeddings for Text Normalization with Sequence-to-Sequence Models
EMNLP 2018
A Parallel Corpus for Evaluating Machine Translation between Arabic and European Languages
EACL 2017
Don’t Throw Those Morphological Analyzers Away Just Yet: Neural Morphological Disambiguation for Arabic
EMNLP 2017
YAMAMA: Yet Another Multi-Dialect Arabic Morphological Analyzer
COLING 2016