Yujian Gan
8 papers · 2020–2025 · 5 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· Bronze πΊοΈ Taxonomy Completionist (20) π Conference Polyglot Β· Silver
π§¬
Topic Evolution
π₯
Unstoppable Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Artificial Intelligence
(3)
Application Areas
(3)
Applications
(3)
Core AI
(3)
Resources & Methods
(3)
Understanding
(3)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Deep Learning
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Keywords
schema linking
(4)
semantic parsing
(3)
neural network
(3)
coreference resolution
(2)
large language model
(2)
sql generation
(1)
compositional generalization
(1)
domain knowledge
(1)
language model
(1)
hallucination mitigation
(1)
parameter efficiency
(1)
constrained decoding
(1)
cross-domain generalization
(1)
intermediate representation
(1)
natural language interface
(1)
sql query
(1)
spider dataset
(1)
wikisql dataset
(1)
reasoning assistance
(1)
synonym substitution
(1)
Papers
Low-Hallucination and Efficient Coreference Resolution with LLMs
EMNLP 2025
Assessing the Capabilities of Large Language Models in Coreference: An Evaluation
COLING 2024
Re-appraising the Schema Linking for Text-to-SQL
ACL 2023
Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment
NAACL 2022
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization
EMNLP 2021
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications
EMNLP 2021
Towards Robustness of Text-to-SQL Models against Synonym Substitution
ACL 2021
A Review of Cross-Domain Text-to-SQL Models
AACL 2020