Mengxia Yu
9 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (12)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(25)
π£
Hot Topic Early Bird
Conferences
EMNLP (6)
AAAI (1)
ACL (1)
EACL (1)
Top co-authors
Research topics
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
Pre-training Language Models for Comparative Reasoning
EMNLP 2023
Towards Effective Long-Form QA with Evidence Augmentation
EMNLP 2023
A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods
EACL 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