Do not think that much for 2+3=? 论文粗读
Do not think that much for 2+3=? 论文粗读
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| Title | Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs |
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| Journal | (10.48550/arXiv.2412.21187) |
| Authors | Chen Xingyu,Xu Jiahao,Liang Tian,He Zhiwei,Pang Jianhui,Yu Dian,Song Linfeng,Liu Qiuzhi,Zhou Mengfei,Zhang Zhuosheng,Wang Rui,Tu Zhaopeng,Mi Haitao,Yu Dong |
| Pub.date | 2024-12-30 |
To CoT or not to CoT? 论文粗读
To CoT or not to CoT? 论文粗读
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| Title | To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning |
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| Journal | (10.48550/arXiv.2409.12183) |
| Authors | Sprague Zayne,Yin Fangcong,Rodriguez Juan Diego,Jiang Dongwei,Wadhwa Manya,Singhal Prasann,Zhao Xinyu,Ye Xi,Mahowald Kyle,Durrett Greg |
| Pub.date | 2024-10-29 |
AnyTool-论文粗读
AnyTool 论文粗读
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| Title | AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls |
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| Journal | (10.48550/arXiv.2402.04253 ICML 2024) |
| Authors | Du Yu,Wei Fangyun,Zhang Hongyang |
| Pub.date | 2024-02-06 |
Towards-Autonomous-Tool-Utilization-论文粗读
Towards Autonomous Tool Utilization论文粗读
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| Title | Towards Autonomous Tool Utilization in Language Models: A Unified, Efficient and Scalable Framework |
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| Journal | (LREC-COLING) |
| Authors | Li Zhi,Li Yicheng,Ye Hequan,Zhang Yin |
| Pub.date |
Why Can GPT ICL 论文粗读
Why Can GPT ICL 论文粗读
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| Title | Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers |
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| Journal | (acl 2023) |
| Authors | Dai Damai,Sun Yutao,Dong Li,Hao Yaru,Ma Shuming,Sui Zhifang,Wei Furu |
| Pub.date |
TooL LLM 论文粗读
<TooL LLM> 论文粗读
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| Title | ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs |
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| Journal | (10.48550/arXiv.2307.16789) |
| Authors | Qin Yujia,Liang Shihao,Ye Yining,Zhu Kunlun,Yan Lan,Lu Yaxi,Lin Yankai,Cong Xin,Tang Xiangru,Qian Bill,Zhao Sihan,Hong Lauren,Tian Runchu,Xie Ruobing,Zhou Jie,Gerstein Mark,Li Dahai,Liu Zhiyuan,Sun Maosong |
| Pub.date | 2023-10-03 |
Toolformer 论文粗读
<Toolformer> 论文粗读
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| Title | Toolformer: Language Models Can Teach Themselves to Use Tools |
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| Journal | (10.48550/ARXIV.2302.04761) |
| Authors | Schick Timo,Dwivedi-Yu Jane,Dessì Roberto,Raileanu Roberta,Lomeli Maria,Zettlemoyer Luke,Cancedda Nicola,Scialom Thomas |
| Pub.date | 2023 |
共计 84 篇文章，11 页。