Mengxia Yu
9 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird
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Topic Evolution
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Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Natural Language Processing
(6)
Core AI
(5)
Applications
(4)
Learning Types
(4)
Deep Learning
(3)
Core Methods
(3)
Resources & Methods
(3)
Application Areas
(2)
Generation
(2)
Models
(2)
Understanding
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Keywords
question generation
(3)
large language model
(2)
named entity recognition
(2)
transfer learning
(1)
self-supervised learning
(1)
temporal reasoning
(1)
text mining
(1)
natural language generation
(1)
question answering
(1)
graph structure
(1)
text generation
(1)
data annotation
(1)
passage retrieval
(1)
video understanding
(1)
information extraction
(1)
domain adaptation
(1)
parameter sharing
(1)
task relatedness
(1)
concept hierarchy
(1)
multi-task learning
(1)
Papers
Context Selection and Rewriting for Video-based Educational Question Generation
AAAI 2026
QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation
ACL 2025
Reference-based Metrics Disprove Themselves in Question Generation
EMNLP 2024
A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods
EACL 2023
Pre-training Language Models for Comparative Reasoning
EMNLP 2023
Towards Effective Long-Form QA with Evidence Augmentation
EMNLP 2023
Validating Label Consistency in NER Data Annotation
EMNLP 2021
Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER
EMNLP 2020
Faceted Hierarchy: A New Graph Type to Organize Scientific Concepts and a Construction Method
EMNLP 2019