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EducationMachine LearningResearch

Introduction to Reinforcement Learning

A dynamic, digital landscape illustrating the CON process. Visualize a sleek, cybernetic entity (gender-neutral, race-neutral) amidst a storm of digital documents and code. They're gracefully sorting through data streams, with glowing chains linking the relevant documents, symbolizing the CON's sequential reading notes.

Prompt EngineeringResearch

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models

A high-tech, futuristic security room filled with advanced monitors and interfaces. Operators, dressed in punk-inspired uniforms, are intently monitoring screens showing real-time battles between AI systems and adversarial attacks. The central screen highlights the "Erase-and-Check" framework, artistically represented as a digital shield successfully deflecting a wave of malicious token sequences.

Prompt EngineeringEthical UseResearch

Certifying LLM Safety against Adversarial Prompting

A vibrant digital artwork depicting a large, futuristic robot sitting at a vintage typewriter, surrounded by floating holographic screens displaying various question prompts. The robot is thoughtfully typing away, symbolizing the process of creating multiple imperfect prompts as described in the AMA method. The background is a bustling, neon-lit cyberpunk cityscape, representing the dynamic world of AI and technology.

Prompt EngineeringResearch

Ask Me Anything: A Simple Strategy for Prompting Language Models

EducationMachine Learning

Generative Adversarial Networks

Synthwave graph neural netrwork

EducationMachine LearningNeural Networks

Graph Neural Networks

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