3 papers
cs.AI2025
LLM-Assisted Iterative Evolution with Swarm Intelligence Toward SuperBrain
Li Weigang, Pedro Carvalho Brom, Lucas Ramson Siefert
We propose a novel SuperBrain framework for collective intelligence, grounded in the co-evolution of large language models (LLMs) and human users. Unlike static prompt engineering…
cs.CL2025
LLM-BT-Terms: Back-Translation as a Framework for Terminology Standardization and Dynamic Semantic Embedding
Li Weigang, Pedro Carvalho Brom
The rapid expansion of English technical terminology presents a significant challenge to traditional expert-based standardization, particularly in rapidly developing areas such as…
cs.CL2025
The Paradox of Poetic Intent in Back-Translation: Evaluating the Quality of Large Language Models in Chinese Translation
Li Weigang, Pedro Carvalho Brom
The rapid advancement of large language models (LLMs) has reshaped the landscape of machine translation, yet challenges persist in preserving poetic intent, cultural heritage, and…