Xuanliang Zhang
9 papers · 2024–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(32)
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Prolific Year · Productive
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Keyword Collector
(53)
Venues
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Research topics
Natural Language Processing
(8)
Artificial Intelligence
(7)
Applications
(7)
Core AI
(7)
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Resources & Methods
(3)
Computer Vision
(2)
Generation · Natural Language Processing
(2)
Models
(2)
Domain-Specific
(1)
Generation · Computer Vision
(1)
Keywords
large language model
(4)
data augmentation
(3)
sql generation
(2)
table understanding
(2)
query generation
(2)
semantic parsing
(2)
benchmark evaluation
(2)
question answering
(2)
information extraction
(1)
multimodal learning
(1)
in-context learning
(1)
text understanding
(1)
semantic consistency
(1)
image generation
(1)
chain-of-thought reasoning
(1)
multimodal reasoning
(1)
scientific document
(1)
diffusion model
(1)
generative model
(1)
cross-lingual transfer
(1)
Papers
Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval
ACL 2025
DAC: Decomposed Automation Correction for Text-to-SQL
EMNLP 2025
MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering
EMNLP 2025
MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL
COLING 2025
RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals
EMNLP 2025
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types
ACL 2025
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes
ACL 2024
Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL
EMNLP 2024
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification
AAAI 2024