#Research Innovation
Latest news articles tagged with "Research Innovation". Follow the timeline of events, related topics, and entities.
Articles (3)
-
🇺🇸 SD-MoE: Spectral Decomposition for Effective Expert Specialization
[USA]
arXiv:2602.12556v1 Announce Type: cross Abstract: Mixture-of-Experts (MoE) architectures scale Large Language Models via expert specialization induced by conditional computation. In practice, however...
Related: #Artificial Intelligence, #Machine Learning -
🇺🇸 RankLLM: Weighted Ranking of LLMs by Quantifying Question Difficulty
[USA]
arXiv:2602.12424v1 Announce Type: cross Abstract: Benchmarks establish a standardized evaluation framework to systematically assess the performance of large language models (LLMs), facilitating objec...
Related: #AI Evaluation, #Machine Learning -
🇺🇸 GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design
[USA]
arXiv:2602.07491v1 Announce Type: new Abstract: Large Language Models (LLMs) promise to accelerate discovery by reasoning across the expanding scientific landscape. Yet, the challenge is no longer ac...
Related: #Artificial Intelligence, #Materials science