Longxu Dou
18 papers · 2018–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (42) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(10)
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The Questioner
(2)
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Keyword Collector
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Research topics
Natural Language Processing
(16)
Artificial Intelligence
(11)
Machine Learning
(11)
Core AI
(10)
Applications
(9)
Resources & Methods
(8)
Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Understanding
(5)
Generation
(4)
Learning Types Β· Deep Learning
(4)
Application Areas
(3)
Core Methods
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Models
(2)
Computer Vision
(1)
Keywords
large language model
(5)
semantic parsing
(3)
multilingual nlp
(2)
sql generation
(2)
question answering
(2)
scaling law
(2)
cross-lingual parsing
(2)
numerical reasoning
(2)
transition-based parser
(2)
in-context learning
(1)
multimodal learning
(1)
natural language processing
(1)
web corpus
(1)
text understanding
(1)
text generation
(1)
low-resource language
(1)
mathematical reasoning
(1)
generalization
(1)
domain knowledge
(1)
cross-lingual transfer
(1)
Papers
How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective
ACL 2026
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits
COLING 2025
DAC: Decomposed Automation Correction for Text-to-SQL
EMNLP 2025
MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL
COLING 2025
Reasoning Does Not Necessarily Improve Role-Playing Ability
ACL 2025
RegMix: Data Mixture as Regression for Language Model Pre-training
ICLR 2025
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types
ACL 2025
Unnatural Languages Are Not Bugs but Features for LLMs
ICML 2025
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes
ACL 2024
Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models
AAAI 2024
Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL
EMNLP 2024
Sailor: Open Language Models for South-East Asia
EMNLP 2024
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
NeurIPS 2024
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing
AAAI 2023
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge
EMNLP 2022
HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser
CoNLL 2020
HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding
CoNLL 2019
Data2Text Studio: Automated Text Generation from Structured Data
EMNLP 2018