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pro vyhledávání: '"Chen, Huajun"'
Autor:
Qiao, Shuofei, Fang, Runnan, Zhang, Ningyu, Zhu, Yuqi, Chen, Xiang, Deng, Shumin, Jiang, Yong, Xie, Pengjun, Huang, Fei, Chen, Huajun
Recent endeavors towards directly using large language models (LLMs) as agent models to execute interactive planning tasks have shown commendable results. Despite their achievements, however, they still struggle with brainless trial-and-error in glob
Externí odkaz:
http://arxiv.org/abs/2405.14205
Autor:
Zhu, Yuqi, Qiao, Shuofei, Ou, Yixin, Deng, Shumin, Zhang, Ningyu, Lyu, Shiwei, Shen, Yue, Liang, Lei, Gu, Jinjie, Chen, Huajun
Large Language Models (LLMs) have demonstrated great potential in complex reasoning tasks, yet they fall short when tackling more sophisticated challenges, especially when interacting with environments through generating executable actions. This inad
Externí odkaz:
http://arxiv.org/abs/2403.03101
Autor:
Qiao, Shuofei, Zhang, Ningyu, Fang, Runnan, Luo, Yujie, Zhou, Wangchunshu, Jiang, Yuchen Eleanor, Lv, Chengfei, Chen, Huajun
Language agents have achieved considerable performance on various complex question-answering tasks by planning with external tools. Despite the incessant exploration in this field, existing language agent systems still struggle with costly, non-repro
Externí odkaz:
http://arxiv.org/abs/2401.05268