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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Shuoling Liu

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Nov 2026

Enhancing LLMs for Expert Question Answering by Synergizing With Knowledge Graphs

Recent developments have demonstrated the efficacy of enhancing the reliability and reasoning ability of Large Language Models (LLMs) through the integration of Knowledge Graphs (KGs). However, previous works have not fully considered the challenges present in expert domains, including the prevalence of professional te...

Shuo-Ling Liu, Hui Wu, Kun Yi et al. · 0 citations
Preprint Sep 2026

SignGPT: Toward LLM-Mediated Sign Language Interaction through Gloss-Free Translation and Generation

Large language models (LLMs) provide limited support for sign language interaction. Unifying sign language translation (SLT) and generation (SLG) to enable sign language as both input and output can reduce switching between separate models during sign-text interaction. We present SignGPT, a unified, pose-based framewor...

Rong-Hui Li, Jun Dong, Zhongyuan Hu et al. · 0 citations
#artificial intelligence Jul 2026

Can Agentic Trading Systems Pay for Their Own Intelligence?

TradeLens is introduced, a trace-grounded diagnostic toolkit for evaluating agentic trading systems from their trading records, runtime traces, and deployment configurations, which reframe the evaluation of LLM-based trading agents from capability-centric performance ranking to trace-grounded diagnosis of intelligence-...

Qiqi Duan, Changlun Li, Chen Wang et al. · 0 citations

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