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NATURAL LANGUAGE PROCESSING AND CHINESE COMPUTING, NLPCC 2025, PT I

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论文数37
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期刊论文 37
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FADERec: Fine-Grained Attribute Distillation Enhanced by Collaborative Fusion for LLM-Based RecommendationFADERec：基于协作融合的细粒度属性蒸馏增强的大语言模型推荐
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deleteXu, Mingzhi; Li, Ruizhe; Deng, Huimin; Zeng, Biqing
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EvoP: Robust LLM Inference via Evolutionary PruningEvoP：通过进化剪枝实现鲁棒的大语言模型推理
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deleteWu, Shangyu; Du, Hongchao; Xiong, Ying; Chen, Shuai; Kuo, Tei-Wei; Guan, Nan; Xue, Chun Jason
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Improving RL Exploration for LLM Reasoning Through Retrospective Replay通过回顾性回放提升大语言模型推理的强化学习探索
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deleteDou, Shihan; Wu, Muling; Xu, Jingwen; Zheng, Rui; Gui, Tao; Zheng, Qi
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HGNN2KAN: Distilling Hypergraph Neural Networks Into KAN forEfficient InferenceHGNN2KAN：将超图神经网络蒸馏到KAN以实现高效推理
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deleteLi, Junzheng; Yu, Hongtao; Huang, Ruiyang; Ning, Yawei; Yang, Suchang
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TaxBen: Benchmarking the Chinese Tax Knowledge of Large Language ModelsTaxBen：评估大型语言模型的中国税务知识
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deleteChen, Yating; Lv, Siqi; Xia, Peiyuan; Wang, Zhenxu; Qin, Yiming; Wang, Qingqing; Hu, Gang
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PSYCHE: Practical Synthetic Math Data EvolutionPSYCHE：实用合成数学数据演化
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deleteXie, Ruobing; Chen, Yanfeng; Yang, Zhen; Sun, Xingwu; Chen, Shaohua; Kang, Zhanhui; Yang, Tao
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CARE: Contextual Augmentation with Retrieval Enhancement for Relation Extraction in Large Language ModelsCARE：基于检索增强的上下文扩充方法，用于大语言模型中的关系抽取
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deleteHan, Danjie; Huang, Heyan; Shi, Shumin; Guo, Cunhan; Li, Xun; Zhou, Yanghao; Yuan, Changsen
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Reward-Guided Many-Shot Jailbreaking奖励引导的多样本越狱
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deleteChen, Yongkang; Zou, Xiaotian; Wang, Tong; Tian, Jianwen; Li, Hu; Kuang, Xiaohui
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See Better, Say Better: Vision-Augmented Decoding for Mitigating Hallucinations in Large Vision-Language Models看得更好，说得更好：增强视觉解码以减轻大型视觉-语言模型中的幻觉
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deleteSun, Xinyi; Guo, Diandian; Cao, Cong; Yuan, Fangfang; Wang, Dakui; Liu, Yanbing
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H2HTALK: Evaluating Large Language Models as Emotional CompanionH2HTALK：评估大型语言模型作为情感伴侣
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deleteWang, Boyang; Wu, Yalun; Guo, Hongcheng; Li, Zhoujun
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ReGA: Reasoning and Grounding Decoupled GUI Navigation AgentsReGA：解耦推理与关联的GUI导航代理
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deleteNi, Feiyue; Guan, Yanchu; Sun, Yuchong; Wang, Dong; Zhuang, Chenyi; Gu, Jinjie; Song, Ruihua
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MultiJustice: A Chinese Dataset for Multi-party, Multi-charge Legal PredictionMultiJustice：一个用于多主体、多罪名法律预测的中文数据集
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deleteWang, Xiao; Pei, Jiahuan; Shui, Diancheng; Han, Zhiguang; Sun, Xin; Zhu, Dawei; Shen, Xiaoyu
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An Adaptive Semantic-Aware Fusion Method for Multimodal Entity Linking一种自适应的语义感知融合方法用于多模态实体链接
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deleteXu, Hao; Xu, Yongxiu; Lin, Xinkui; Xu, Hongbo; Wang, Yubin; Gou, Gaopeng
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A Human-Centered AI Agent Framework with Large Language Models for Academic Research Tasks基于大型语言模型用于学术研究任务的人本化AI代理框架
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deleteChen, Zan; Chen, Jingjing; Wang, Yu Guang; Shen, Yiqing
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TIANWEN: A Comprehensive Benchmark for Evaluating LLMs in Chinese Classical Poetry Understanding and Reasoning天问：一个全面评估大型语言模型在中文古典诗歌理解和推理能力的基准
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deletePei, Zhenwu; Chen, Rongbo; Bai, Xuefeng; Chen, Kehai; Zhu, Yingjie; Chen, Andong; Zhang, Min
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Debate-Driven Legal Reasoning: Disambiguating Confusing Charges Through Multi-agent Debate辩论驱动的法律推理：通过多智能体辩论消除模糊指控
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deleteLi, Mengyuan; Chao, WenHan; Zhou, Xian; Luo, Zhunchen
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Libra: Large Chinese-based Safeguard for AI ContentLibra：基于中文的大型AI内容安全防护
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deleteChen, Ziyang; Yu, Huimu; Wu, Xing; Liu, Dongqin; Hu, Songlin
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On Sentence-level Non-adversarial Robustness of Chinese Named Entity Recognition with Large Language Models基于大语言模型的中文命名实体识别句级非对抗性鲁棒性
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deleteLiu, Chang; Wang, Libang; Wang, Peiyan; Jiang, Feiyan
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A Neighborhood Aggregation-Based Knowledge Graph Reasoning Approach in Operations and Maintenance基于邻域聚合的知识图谱推理方法在运维中的应用
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deleteLei, Jinghong; Wang, Kun; Chen, Zhigang; Lv, Shengzhou
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Retrieve, Interaction, Fusion: A Simple Approach in Ancient Chinese Named Entity Recognition检索、交互、融合：一种古代中文命名实体识别的简单方法
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deleteDai, QiLi; Zuo, Jiali; Kang, Wenjun; Wan, Zhongying; Wang, Mingwen
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