South America
Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games Y oubang Sun
A major challenge in the analysis of multi-agent systems is the restriction on joint policies of agents.
Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory
With direct access to human-written reference as memory, retrieval-augmented generation has achieved much progress in a wide range of text generation tasks.
Focused Transformer: Contrastive Training for Context Scaling
Large language models have an exceptional capability to incorporate new information in a contextual manner.
Online Ad Procurement in Non-stationary Autobidding Worlds
Today's online advertisers procure digital ad impressions through interacting with
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care
While the latest LLMs are astonishingly fluent when interacting with humans, they suffer from the misinformation problem by unintentionally generating factually false statements. This can lead to harmful consequences, especially when produced within sensitive contexts, such as healthcare.
