Demos

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PV-SQL

• Agentic Text-to-SQL System
• Database Probing for Context Understanding
• Rule-based Verification for Complex SQL Refinement

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SQLucid

• Step-by-Step NL Explanation of SQL
• Editable Explanation Feedback
• Visual Correspondence between Explanations and Database Content
• Intermediate Execution Results

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SQLsynth

• Database Schema Editor
• Synthetic Text-to-SQL Data Generator
• Interactive Text-to-SQL Data Annotation Tool

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SPA Selective Prompt Anchoring

• Plug-and-Play Attention Steering for LLMs
• Model-Agnostic & Training-Free
• Mathematically Proven

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ISEE Interactive Semantic Enrichment

• Interactive Semantic Enrichment
• Downstream-aware Richness Scoring
• Clarification Question Generator
• Query Population and Verification

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WeightedText

• Fine-grained Control in Text Generation
• In-situ Edits, Freezing, and Insertions

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AISecureChain

• Ontology-Driven Knowledge Graph for AI Security
• Software Supply Chain Security Analysis
• Interactive Graph Exploration and Querying