论文精选 82
Multi-turn long-horizon planning is critical for foundation model agents, yet how to funda…
领域:cs.CL作者:Tianyi Men、Zhuoran Jin、Kang Liu
论文精选 85
Pretraining data processing is critical to the downstream performance of Large Language Mo…
领域:cs.CL作者:Zhen Huang、Yikun Wang、Shijie Xia
论文精选 65已解读
Entity-Relationship Diagrams (ERDs) are central to conceptual database design, yet they ar…
领域:cs.AI作者:Ali Ansari、Yasmin Mohammadi、Farnoush Nili
论文精选 85
A language model with a bounded working memory must repeatedly decide which stored items t…
领域:cs.AI作者:Maruthi Vemula、Neeraj Praneeth Gajula
论文精选 85
We introduce Kimi K3, a 2.8T parameter Mixture-of-Experts model with 104 billion activated…
领域:cs.CL作者:Kimi Team、Tongtong Bai、Yifan Bai
论文精选 65已解读
Large language models are increasingly used as social simulators, including as synthetic s…
领域:cs.AI作者:Atharva Pandey、Gautam Jajoo
论文精选 65已解读
AI-driven autonomous research (AR) systems are becoming increasingly effective across a br…
领域:cs.AI作者:Haiqian Yang、Yuan Cao
论文精选 82
Generate--test--revise loops are common in coding agents, but repetition alone provides no…
领域:cs.CL作者:Xueping Gao、Jianwei Yang、Qiang Yang
论文精选 85
Token-level sparse attention, as implemented by DeepSeek Sparse Attention (DSA) in product…
领域:cs.CL作者:Hong Liu、Yuan Cheng、Lin Niu
论文精选 65已解读
The development of the Innovative Ecosystem (IE) presents a new paradigm for economic inte…
领域:cs.AI作者:Zhimin Zhang、Chengzhen Ma、Jia Chai
论文精选 65已解读
Early warning of extreme weather is essential for mitigating the societal, economic, and e…
领域:cs.AI作者:Hang Ni、Weijia Zhang、Fan Liu
论文精选 65已解读
Large language models (LLMs) increasingly support decisions about uncertain future events,…
领域:cs.AI作者:Jonas Schröder、Jonas Schweisthal、Oliver Müller
论文精选 65已解读
Semantic hashing methods for generating short binary hash codes that allow efficient appro…
领域:cs.AI作者:Tobias J. Bauer、Christian Riess、Daniel Loebenberger
论文精选 65已解读
Security Operations Centers increasingly rely on automated mapping of Cyber Threat Intelli…
领域:cs.AI作者:Federico Valletta、Giacomo Longo、Enrico Russo
论文精选 65已解读
Large language models serve heterogeneous populations structured by domain, topic difficul…
领域:cs.AI作者:Murilo Salem、Luísa Böhm、Daniel Pontes
论文精选 65已解读
Maintenance regulations are complex legal texts that are difficult to exploit when address…
领域:cs.AI作者:Génesis Montenegro、Mokhtar Boumedyen Billami、Catherine Faron
论文精选 65已解读
Multimodal large language models (LLMs) can combine topology, measurements, and incident t…
领域:cs.AI作者:Tianqiao Zhao、Meng Yue、Jianhui Wang
论文精选 83
Mathematical models are central to formalizing research problems, yet their documentation …
领域:cs.AI作者:Jan Range、Björn Schembera、Dominik Göddeke
论文精选 85
Large language models increasingly solve scientific-computing tasks, but executable feedba…
领域:cs.AI作者:Liwei Dong、Jiahao Zhao、Nan Xu
论文精选 82
Deep models have substantially advanced 12-lead ECG classification, yet their refinement s…
领域:cs.AI作者:Jinliang Deng、Yiming Niu、Yibo Pan
论文精选 82
Automatic prompt optimization (APO) has been widely adopted to adapt vision-language model…
领域:cs.AI作者:Haoyue Liu、Xiaoyu Ma、Ye Chen
论文精选 82
Recent studies use Large language models (LLMs) to simulate human opinions and decisions b…
领域:cs.AI作者:Weijie Xia、Stefanie Horian、Hanyue Huang
论文精选 82
Large language model (LLM) agents inherit reactive failure modes: escalation under provoca…
领域:cs.AI作者:Dushyant Sharma
论文精选 83
City-scale autonomous vehicle fleet coordinators are typically optimized for aggregate tra…
领域:cs.AI作者:Nicole Hu、Mingtao Zhang、Haoyang LI
论文精选 82
Agentic search enables large language models to solve knowledge-intensive tasks by interle…
领域:cs.AI作者:Junlin Liu、Jiangwang Chen、Zixin Song