Výsledky vyhledávání - "Shang, Yuming"

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Economics Arena for Large Language Models

Autor: Guo, Shangmin, Bu, Haoran, Wang, Haochuan, Ren, Yi, Sui, Dianbo, Shang, Yuming, Lu, Siting

Large language models (LLMs) have been extensively used as the backbones for general-purpose agents, and some economics literature suggest that LLMs are capable of playing various types of economics games. Following these works, to overcome the limit

Externí odkaz: http://arxiv.org/abs/2401.01735

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Learning Relation Ties with a Force-Directed Graph in Distant Supervised Relation Extraction

Autor: Shang, Yuming, Huang, Heyan, Sun, Xin, Mao, Xianling

Relation ties, defined as the correlation and mutual exclusion between different relations, are critical for distant supervised relation extraction. Existing approaches model this property by greedily learning local dependencies. However, they are es

Externí odkaz: http://arxiv.org/abs/2004.10051

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Are Noisy Sentences Useless for Distant Supervised Relation Extraction?

Autor: Shang, Yuming

The noisy labeling problem has been one of the major obstacles for distant supervised relation extraction. Existing approaches usually consider that the noisy sentences are useless and will harm the model's performance. Therefore, they mainly allevia

Externí odkaz: http://arxiv.org/abs/1911.09788

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