Peiyi Han
6 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ACL (3)
EMNLP (2)
NAACL (1)
Top co-authors
Keywords
large language model
(3)
text-to-sql parsing
(2)
text generation
(1)
semantic parsing
(1)
question generation
(1)
semantic alignment
(1)
sql generation
(1)
synthetic datum
(1)
unsupervised reinforcement learning
(1)
tabular data synthesis
(1)
data synthesis
(1)
self-play fine-tuning
(1)
error-driven learning
(1)
adversarial fine-tuning
(1)
cross-modal generation
(1)
question rewriting
(1)
execution-guided refinement
(1)
database content
(1)
model interaction
(1)
advantage shaping
(1)
Papers
AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns
ACL 2026
Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs
ACL 2026
SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning
EMNLP 2025
TS-SQL: Test-driven Self-refinement for Text-to-SQL
EMNLP 2025
DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation
NAACL 2025
Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement
ACL 2024