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Enhancing Chinese comprehension and reasoning for large language models: an efficient LoRA fine-tuning and tree of thoughts framework.

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Title: Enhancing Chinese comprehension and reasoning for large language models: an efficient LoRA fine-tuning and tree of thoughts framework.
Authors: Chen, Songlin1, Wang, Weicheng1, Chen, Xiaoliang1,2, chenxl@mail.xhu.edu.cn, Zhang, Maolin1, Lu, Peng2, Li, Xianyong1, Du, Yajun1
Source: Journal of Supercomputing; Jan2025, Vol. 81 Issue 1, p1-37, 37p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 180437982
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Enhancing Chinese comprehension and reasoning for large language models: an efficient LoRA fine-tuning and tree of thoughts framework.
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  Data: <searchLink fieldCode="AU" term="%22Chen%2C+Songlin%22">Chen, Songlin</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Wang%2C+Weicheng%22">Wang, Weicheng</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Chen%2C+Xiaoliang%22">Chen, Xiaoliang</searchLink><relatesTo>1,2</relatesTo>, <i>chenxl@mail.xhu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Maolin%22">Zhang, Maolin</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Lu%2C+Peng%22">Lu, Peng</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Li%2C+Xianyong%22">Li, Xianyong</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Du%2C+Yajun%22">Du, Yajun</searchLink><relatesTo>1</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Supercomputing%22">Journal of Supercomputing</searchLink>; Jan2025, Vol. 81 Issue 1, p1-37, 37p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=180437982
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1007/s11227-024-06499-7
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      – Code: eng
        Text: English
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        PageCount: 37
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      – TitleFull: Enhancing Chinese comprehension and reasoning for large language models: an efficient LoRA fine-tuning and tree of thoughts framework.
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            NameFull: Chen, Songlin
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            NameFull: Wang, Weicheng
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            NameFull: Chen, Xiaoliang
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            NameFull: Lu, Peng
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            – D: 01
              M: 01
              Text: Jan2025
              Type: published
              Y: 2025
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