In-Context Learning

Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text

This work introduces semantic captioning for SQL queries, addressing the reverse operation of semantic parsing by translating SQL code into natural language explanations. Using …

ali-al-lawati

• Feb 1, 2025 • 1 min read

Adversarial ML

Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation

This research project is a collaboration with Penn State and MIT Lincoln Lab. Our study demonstrates the dual capacity of LLMs for offensive misuse and defense detection against …

Jason Lucas

• Dec 5, 2023 • 1 min read

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In-Context Learning

Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text

Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation