Youmna Farag
6 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (24)
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Research topics
Artificial Intelligence
(5)
Machine Learning
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Deep Learning
(4)
Natural Language Processing
(4)
Core AI
(4)
Core Methods
(3)
Interdisciplinary
(2)
Architectures
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Generation
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Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
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Applications
(1)
Education
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
neural network
(2)
discourse coherence
(2)
linguistic feature
(2)
embedding space
(1)
text classification
(1)
opinion mining
(1)
stance detection
(1)
model evaluation
(1)
text representation
(1)
neural network analysis
(1)
knowledge base
(1)
error handling
(1)
embodied agent
(1)
pre-trained language model
(1)
task execution
(1)
reasoning capability
(1)
adversarial input
(1)
automated essay scoring
(1)
interpretable feature
(1)
dialogue system
(1)
Papers
Conditional Multi-Stage Failure Recovery for Embodied Agents
ACL 2025
An LLM Feature-based Framework for Dialogue Constructiveness Assessment
EMNLP 2024
Opening up Minds with Argumentative Dialogues
EMNLP 2022
Analyzing Neural Discourse Coherence Models
EMNLP 2020
Multi-Task Learning for Coherence Modeling
ACL 2019
Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input
NAACL 2018