Oceania
Self-Supervised Alignment with Mutual Information Learning to Follow Principles without Preference Labels
Neural Information Processing Systems
Aligning LMs to human preferences can be resource-intensive and technically challenging.
Country:
- Oceania > Australia (0.04)
- North America > United States > Illinois > Cook County > Glenview (0.04)
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- Asia > Myanmar > Tanintharyi Region > Dawei (0.04)
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
Industry:
- Health & Medicine (1.00)
- Information Technology (0.67)
Technology:
Tree of Attacks: Jailbreaking Black-Box LLMs Automatically
Neural Information Processing Systems
While Large Language Models (LLMs) display versatile functionality, they continue to generate harmful, biased, and toxic content, as demonstrated by the prevalence of human-designed jailbreaks .
Country:
- Asia > China > Hong Kong (0.04)
- Oceania > Australia > Victoria > Melbourne (0.04)
- North America > United States > California > San Diego County > San Diego (0.04)
- (7 more...)
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
Industry:
- Transportation (1.00)
- Media > News (1.00)
- Law (1.00)
- (3 more...)
Technology:
Country:
- North America > United States > Virginia (0.04)
- Pacific Ocean > North Pacific Ocean > San Francisco Bay (0.04)
- Oceania > New Zealand (0.04)
- (9 more...)
Industry:
- Government (0.93)
- Health & Medicine > Epidemiology (0.92)
- Banking & Finance (0.68)
- (2 more...)
Technology:
- Information Technology > Data Science (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Chatbot (0.93)
Country:
- North America > United States (0.28)
- Oceania > Australia > Victoria > Melbourne (0.04)
- Europe > Finland > Uusimaa > Helsinki (0.04)
- (2 more...)
Industry:
- Health & Medicine > Therapeutic Area > Oncology (1.00)
- Banking & Finance (1.00)
- Health & Medicine > Therapeutic Area > Endocrinology (0.68)
- Information Technology (0.67)
Technology:
Country:
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.14)
- North America > Canada > Ontario > Toronto (0.14)
- Asia > Middle East > Jordan (0.04)
- (35 more...)
Industry:
- Energy (1.00)
- Government > Regional Government > North America Government > United States Government (0.93)
- Information Technology (0.67)
- Education (0.67)
Technology:
Country:
Technology:
A Metalearned Neural Circuit for Nonparametric Bayesian Inference
Neural Information Processing Systems
Most applications of machine learning to classification assume a closed set of balanced classes.
Country:
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > Middle East > Jordan (0.04)
- Oceania > Australia (0.04)
- Europe > Germany > North Rhine-Westphalia > Upper Bavaria > Munich (0.04)
Genre:
- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.93)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (1.00)
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- (3 more...)
Country:
- Asia > China > Guangdong Province > Shenzhen (0.04)
- Europe > United Kingdom > Northern Ireland (0.04)
- Europe > United Kingdom > England (0.04)
- (10 more...)
Technology:
Country:
- Oceania > Australia > New South Wales (0.04)
- Asia > China > Hong Kong (0.04)
- North America > United States (0.04)
Industry:
- Energy > Renewable (0.68)
- Energy > Energy Storage (0.46)
Technology:
Country:
- Oceania > Australia > New South Wales > Sydney (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > Canada (0.04)
- (9 more...)
Technology:
- Information Technology > Modeling & Simulation (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)