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title: "Chinese National Conference on Computational Linguistics 2025"
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# Chinese National Conference on Computational Linguistics 2025: all accepted papers

145 papers · page 1 of 2 · the most cited first · [← Chinese National Conference on Computational Linguistics 2025](https://md.research.elamur.ai/free/en/venues/ccl/2025/)

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1. **[A Chunk-based Chain of Thought Prompting Method for Mitigating Over-Correction in Chinese Grammatical Error Correction ↗](https://aclanthology.org/2025.ccl-1.63/)**Xinquan Chang, Junguo Zhu
2. **[AntIF:大语言模型抗干扰能力评估 ↗](https://aclanthology.org/2025.ccl-1.26/)**Yajing Luo, Yutao Hou, Yun Chen et al.
3. **[Beyond Instruction Following: Evaluating Inferential Rule Following of Large Language Models ↗](https://aclanthology.org/2025.ccl-1.79/)**Wangtao Sun, ChenxiangZhang ChenxiangZhang, XueYou Zhang et al.
4. **[BiSaGA: A Novel Bidirectional Sparse Graph Attention Adapter for Evidence-Based Fact-Checking ↗](https://aclanthology.org/2025.ccl-1.72/)**Junfeng Ran, Weiyao Luo, Zailong Tian et al.
5. **[CCL25-Eval 任务5系统报告:基于千问大模型的古诗词理解与推理研究 ↗](https://aclanthology.org/2025.ccl-2.25/)**Jue Wang
6. **[CCL25-Eval 任务6系统报告:基于数据增强及大小模型协同的中小学作文修辞识别 ↗](https://aclanthology.org/2025.ccl-2.28/)**Xuquan Zong, Jiyuan An, Xiang Fu et al.
7. **[CCL25-Eval 任务9系统报告:基于大模型及指令微调方法的中医辨证辨病及中药处方生成研究 ↗](https://aclanthology.org/2025.ccl-2.43/)**坑多洛夫斯基 坑多洛夫斯基
8. **[CCL25-Eval 任务四系统报告:现代汉语动词的叙实性语用推理机制 ↗](https://aclanthology.org/2025.ccl-2.13/)**ZHaO Peixiang, Limingzhu Limingzhu, Mei Liya et al.
9. **[CCL25-Eval2系统报告:基于高效参数旋转位置编码的汉语框架语义解析 ↗](https://aclanthology.org/2025.ccl-2.6/)**Huang Yong Qing
10. **[CCL25-Eval任务10系统报告:基于动态线索增强提示与多阶段渐进优化的中文仇恨言论检测方法 ↗](https://aclanthology.org/2025.ccl-2.50/)**LuRuan LuRuan, ZhaiBo ZhaiBo, Lei Zhang et al.
11. **[CCL25-Eval任务10系统报告:面向细粒度中文仇恨言论识别的大语言模型增强 ↗](https://aclanthology.org/2025.ccl-2.49/)**Fanjun Lin, Yanwei Zhang, Huang Yang et al.
12. **[CCL25-Eval任务11系统报告:基于大模型微调的汉字硬笔书写质量自动评价 ↗](https://aclanthology.org/2025.ccl-2.51/)**KongLulu KongLulu, Hongying Zan, Jinwang Song et al.
13. **[CCL25-Eval任务12总结报告:面向中文语音的实体关系三元组抽取 ↗](https://aclanthology.org/2025.ccl-2.58/)**Wenxuan Mu, Jinzhong Ning, Yilin Pan et al.
14. **[CCL25-Eval任务12系统报告:基于端到端模型以及指令微调方法的面向中文语音的实体关系三元组抽取研究 ↗](https://aclanthology.org/2025.ccl-2.57/)**坑多洛夫斯基 坑多洛夫斯基
15. **[CCL25-Eval任务12系统报告:基于语音识别与大语言模型的中文语音实体关系三元组抽取方法 ↗](https://aclanthology.org/2025.ccl-2.55/)**Zhishan Qiao
16. **[CCL25-Eval任务1系统报告:使用思维链和投票集成增强大型语言模型空间语义理解 ↗](https://aclanthology.org/2025.ccl-2.3/)**LiuHaixin LiuHaixin, Hongying Zan, Jinwang Song et al.
17. **[CCL25-Eval任务1系统报告:基于上下文学习与格式化约束的空间语义理解 ↗](https://aclanthology.org/2025.ccl-2.1/)**Yiyang Zheng
18. **[CCL25-Eval任务1系统报告:基于数据、训练、推理三阶协同增强的空间语义理解 ↗](https://aclanthology.org/2025.ccl-2.2/)**Zhongtian Hua, Yi Luo, Mengyuan Wang et al.
19. **[CCL25-Eval任务3总结报告:第五届中文抽象语义表示解析评测 ↗](https://aclanthology.org/2025.ccl-2.10/)**Zhixing Xu, Yixuan Zhang, Bin Li et al.
20. **[CCL25-Eval任务4系统报告:基于叙实性分类和语境特征的大语言模型叙实性推理 ↗](https://aclanthology.org/2025.ccl-2.11/)**Zhangxiaoyi Zhangxiaoyi, 鲁嘉琪 鲁嘉琪, Zhang Da et al.
21. **[CCL25-Eval任务5系统报告:基于风格改写与投票机制的中文古诗词赏析评测 ↗](https://aclanthology.org/2025.ccl-2.22/)**Zhoupanpan Zhoupanpan, Yang Qingyi
22. **[CCL25-Eval任务7系统报告:学而不思则罔? ↗](https://aclanthology.org/2025.ccl-2.32/)**郑陈锐 郑陈锐, 朱奕澄 朱奕澄, 王欣雨 王欣雨 et al.
23. **[CCL25-Eval任务7系统报告:微调与提示协同增强大语言模型的文学语义理解 ↗](https://aclanthology.org/2025.ccl-2.35/)**Yang Qingyi, Zhoupanpan Zhoupanpan
24. **[CCL25-Eval任务8总结报告:中文电子病历ICD诊断编码评测 ↗](https://aclanthology.org/2025.ccl-2.40/)**Zhenpeng Liang, Chuanlong Li, Ying Lian et al.
25. **[CCL25-Eval任务8系统报告:基于规则奖励与自主思考强化学习的中文电子病历ICD诊断编码探索 ↗](https://aclanthology.org/2025.ccl-2.38/)**Zou You, Lei Zhang, Xiaodong Liang et al.
26. **[CCL25-Eval任务9总结报告:中医辨证辨病及中药处方生成评测 ↗](https://aclanthology.org/2025.ccl-2.45/)**Cong Wang, Zhizhuo Zhao, Yishuo Li et al.
27. **[CCL25-Eval任务9系统报告:一种面向中医辨证与处方生成任务的检索增强大模型方法 ↗](https://aclanthology.org/2025.ccl-2.42/)**Yiyang Kang, Yao Jiaqi, Tengxiao Lv et al.
28. **[CCL25-Eval任务9系统报告:中医辨证辨病及处方生成中的少样本数据增强方法 ↗](https://aclanthology.org/2025.ccl-2.41/)**Zicheng Zuo, Jiamin Ren, Turdi Tohti
29. **[CCL25-Eval任务四系统报告: 基于层次化思维链构造与推理模型高效微调的中文叙实性推理 ↗](https://aclanthology.org/2025.ccl-2.16/)**Qiang Yan, Yixing Fan, Yunfei Zhong
30. **[CCL25-Eval任务四系统报告:基于RAG与谓词相似性方法的叙实性检测智能体 ↗](https://aclanthology.org/2025.ccl-2.18/)**Yu Wang, Yang Qian, Ke Liang et al.
31. **[CCL25-Eval任务四系统报告:基于多策略知识融合的叙实性推理方法研究 ↗](https://aclanthology.org/2025.ccl-2.19/)**Hongyu Li, Zhihui Yang, Renfen Hu
32. **[CCL25-Eval任务四系统报告:宏观模式提示与高效微调在叙实性推理中的应用 ↗](https://aclanthology.org/2025.ccl-2.14/)**Zequn Li, Yuanhao Zhong, Chengliang Chai
33. **[CRAF:Cross-Modal Representation Alignment and Fusion for Speech Translation ↗](https://aclanthology.org/2025.ccl-1.78/)**Zhenbei Guo, Wenzhou Wu, Hua Lai et al.
34. **[Cross-modal Ambiguity Learning with Heterogeneous Interaction Analysis For Rumor Detection ↗](https://aclanthology.org/2025.ccl-1.71/)**Zhuo Fan, Qing Zhu, Yang Xiao
35. **[DSMR-SQL: Enhancing Text-to-SQL with Dual-Strategy SQL Generation and Multi-Role SQL Selection ↗](https://aclanthology.org/2025.ccl-1.86/)**Yiming Huang, Jiyu Guo, Jichuan Zeng et al.
36. **[DeepSeek等大语言模型幽默生成能力及其特征的评测分析 ↗](https://aclanthology.org/2025.ccl-1.3/)**Yanting Jiang, Yizhou Ying
37. **[DualReward: A Dynamic Reinforcement Learning Framework for Cloze Tests Distractor Generation ↗](https://aclanthology.org/2025.ccl-1.84/)**Tianyou Huang, Xinglu Chen, Jingshen Zhang et al.
38. **[EDGE: Enhanced Debiased Gradient Extraction for Robust Fine-tuning ↗](https://aclanthology.org/2025.ccl-1.68/)**Jinglong Li, Kun Zhang, Chenyu Zou et al.
39. **[Enabling Real-Time Conversations with Minimal Training Costs ↗](https://aclanthology.org/2025.ccl-1.85/)**Wang Xu, Haoyu Wang, Shuo Wang et al.
40. **[Fine-tuning GEC Model Based on Language Family Corpus ↗](https://aclanthology.org/2025.ccl-1.70/)**Yitao Liu, Mark Dras
41. **[HFSD-V2C: Zero-Shot Visual Voice Cloning Via Hierarchical Face-Styled Diffusion Model ↗](https://aclanthology.org/2025.ccl-1.77/)**Yaping Liu, Linqin Wang, Shengxiang Gao et al.
42. **[HMUM:面向仇恨模因检测的多阶段多模态理解模型 ↗](https://aclanthology.org/2025.ccl-1.59/)**裴淑娟 裴淑娟, Jiali Zuo, Le He et al.
43. **[Improving Abstract Reasoning Ability of Large Language Models through Mixture Program-based Data Synthesis ↗](https://aclanthology.org/2025.ccl-1.69/)**Yile Wang, Hui Huang
44. **[Instruction-Driven In-Context Learning for Domain-Specific Chinese Spelling Correction ↗](https://aclanthology.org/2025.ccl-1.82/)**Hyunsoo Park, Hongqiu Wu, Hai Zhao
45. **[K-CoT:基于关键词思维链提示的中文排比句生成研究 ↗](https://aclanthology.org/2025.ccl-1.27/)**Maosheng Zhong, Jiaqi Ganjiaqi, Hejun Zhang et al.
46. **[Lao-English Code-Switched Speech Synthesis Via Neural Codec Language Modeling ↗](https://aclanthology.org/2025.ccl-1.80/)**Yaping Liu, Linqin Wang, Shengxiang Gao et al.
47. **[Linguistic Differences between AI and Human Comments in Weibo: Detect AI-Generated Text through Stylometric Features ↗](https://aclanthology.org/2025.ccl-1.64/)**Ziqi Li, Qi Zhang
48. **[MASP: A Multilingual Dataset for Probing Scalar Modifier Understanding in LLMs ↗](https://aclanthology.org/2025.ccl-1.76/)**Xinyu Gao, Nai Ding, Wei Liu
49. **[MIDF: 基于模态交互和关系引导决策融合的多模态知识图谱补全 ↗](https://aclanthology.org/2025.ccl-1.8/)**Zengxiao Chen, Hui Zhao, Di Ying
50. **[MQM-MSC: Enhancing Translation Quality Estimation Interpretability with Mask-Driven Self-Correction in Large Language Models ↗](https://aclanthology.org/2025.ccl-1.67/)**Guanghui Cai, Junguo Zhu
51. **[Overview of CCL25-Eval Task 10: Fine-grained Chinese Hate Speech Identification Evaluation Task ↗](https://aclanthology.org/2025.ccl-2.46/)**Junyu Lu, Zewen Bai, Shengdi Yin et al.
52. **[Overview of CCL25-Eval Task 11: Evaluation of the Quality of Handwritten Chinese Characters ↗](https://aclanthology.org/2025.ccl-2.54/)**Meng Wang, Shicong Lu, Zhidan Hu et al.
53. **[Overview of CCL25-Eval Task 1: The Fifth Spatial Cognition Evaluation (SpaCE2025) ↗](https://aclanthology.org/2025.ccl-2.4/)**Yuhang Qin, Liming Xiao, Nan Hu et al.
54. **[Overview of CCL25-Eval Task 4: Factivity Inference Evaluation 2025 ↗](https://aclanthology.org/2025.ccl-2.20/)**Guanliang Cong, Junchao Wu, Chen Yang et al.
55. **[Overview of CCL25-Eval Task 5: Chinese Classical Poetry Appreciation Evaluation (CCPA) Task ↗](https://aclanthology.org/2025.ccl-2.26/)**Zhenwu Pei, Yingjie Zhu, Rongbo Chen et al.
56. **[Overview of CCL25-Eval Task 7: Chinese Literary Language Understanding Evaluation (ZhengMing) ↗](https://aclanthology.org/2025.ccl-2.34/)**Kang Wang, Qing Wang, Min Peng et al.
57. **[Overview of CCL25-Eval Task2: Chinese Frame Semantic Parsing Evaluation ↗](https://aclanthology.org/2025.ccl-2.7/)**Hao Xu, Juncai Li, Zhichao Yan et al.
58. **[Overview of CCL25-Eval Task6: Chinese Essay Rhetoric Recognition Evaluation (CERRE) ↗](https://aclanthology.org/2025.ccl-2.30/)**Yujiang Lu, Nuowei Liu, Yupei Ren et al.
59. **[Quality-aware Neural Machine Translation with Self-evaluation ↗](https://aclanthology.org/2025.ccl-1.87/)**Jiajia Cui, Lingling Mu, Qiuhui Liu et al.
60. **[RJAG: Retrieval Judgment Augmented Generation ↗](https://aclanthology.org/2025.ccl-1.73/)**Kuangzhi Wang, Huzhenhua Huzhenhua, Ren Min et al.
61. **[RankLLM: A Multi-Criteria Decision-Making Method for LLM Performance Evaluation in Sentiment Analysis ↗](https://aclanthology.org/2025.ccl-1.62/)**Huzhi Xue, Butian Zhao, Haihua Xie et al.
62. **[Self-Preference: An Automated Method for Preference-Aligned Data Constructed from Business Metrics ↗](https://aclanthology.org/2025.ccl-1.66/)**Feng Gao, Xuan Zhang, Boyi Ni et al.
63. **[Self-Supervised Contrastive Learning for Content-Centric Speech Representation ↗](https://aclanthology.org/2025.ccl-1.61/)**Lijinlong Lijinlong, Ling Dong, Wenjun Wang et al.
64. **[Statistically Optimized SGNS Model: Enhancing Word Vector Representation with Global Semantic Weight ↗](https://aclanthology.org/2025.ccl-1.74/)**Yulin Liu, Xiong Feng, Wanwei Liu et al.
65. **[System Report for CCL25-Eval Task 10: Prompt-Driven Large Language Model Merge for Fine-Grained Chinese Hate Speech Detection ↗](https://aclanthology.org/2025.ccl-2.48/)**Binglin Wu, Jiaxiu Zou, Xianneng Li
66. **[System Report for CCL25-Eval Task 10: SRAG-MAV for Fine-Grained Chinese Hate Speech Recognition ↗](https://aclanthology.org/2025.ccl-2.47/)**Jiahao Wang, Ramen Liu, Longhui Zhang et al.
67. **[System Report for CCL25-Eval Task 11: Aesthetic Assessment of Chinese Handwritings Based on Vision Language Models ↗](https://aclanthology.org/2025.ccl-2.53/)**Chen Zheng, Yuxuan Lai, Haoyang Lu et al.
68. **[System Report for CCL25-Eval Task 11: Enhancing Chinese Character Handwriting Evaluation with Multimodal Large Language Models ↗](https://aclanthology.org/2025.ccl-2.52/)**Xiaoqing Hong, Yunhan Li, Lyu Ni
69. **[System Report for CCL25-Eval Task 12: Surpassing LLMs with a Simple Pipeline for Mandarin Spoken Entity-Relation Extraction ↗](https://aclanthology.org/2025.ccl-2.56/)**Wuganjing Song
70. **[System Report for CCL25-Eval Task 2 Solving Frame Semantic Parsing with LLMs ↗](https://aclanthology.org/2025.ccl-2.8/)**Dujingtao Dujingtao
71. **[System Report for CCL25-Eval Task 2: Enhanced Chinese Frame Semantic Parsing with Pre-trained Model and Linguistic Features ↗](https://aclanthology.org/2025.ccl-2.5/)**Yahui Liu, Ziheng Qiao, Chen Gong et al.
72. **[System Report for CCL25-Eval Task 3: Hallucination Mitigation in Chinese Abstract Meaning Representation Parsing with a Multi-Agent Approach ↗](https://aclanthology.org/2025.ccl-2.9/)**Rongbo Chen, Xuefeng Bai, Kehai Chen et al.
73. **[System Report for CCL25-Eval Task 4: Factivity Inference Based on Dynamic Few-Shot Learning ↗](https://aclanthology.org/2025.ccl-2.15/)**Sunyan Gu, Taoyu Lu, Siqi Liu et al.
74. **[System Report for CCL25-Eval Task 4: From Plain to Hierarchical –-Knowledge-Augmented Prompting for Chinese Factivity Inference ↗](https://aclanthology.org/2025.ccl-2.12/)**Minjun Park, Seulki Lee
75. **[System Report for CCL25-Eval Task 4: Prompting, Scheduling, and Arbitration Strategies for Chinese Factivity Inference](https://md.research.elamur.ai/free/en/papers/liu-2025-system-report-ccl25-eval-task/)**Daohuan Liu, Lun Xia, Yuxuan Zhang et al.*our summary*
76. **[System Report for CCL25-Eval Task 5: Data Augmentation and Large Language Model Fine Tuning for Chinese Ancient Poetry Comprehension and Inference ↗](https://aclanthology.org/2025.ccl-2.21/)**Lichengfei Lichengfei, Chunyu Wang, Hanlin Li et al.
77. **[System Report for CCL25-Eval Task 5: Hierarchical Multi-Task Prompt Fine-Tuning and PPO Reinforcement for Classical Chinese Poetry Comprehension and Sentiment Reasoning ↗](https://aclanthology.org/2025.ccl-2.23/)**Jingjun Tang, Zhiwen Tang
78. **[System Report for CCL25-Eval Task 5: New Dataset and LoRA-Fine-Tuned Qwen2.5 ↗](https://aclanthology.org/2025.ccl-2.24/)**Haotao Xie
79. **[System Report for CCL25-Eval Task 6: Chinese Essay Rhetoric Recognition Using LoRA, In-context Learning and Model Ensemble ↗](https://aclanthology.org/2025.ccl-2.27/)**Yuxuan Lai, Xiajing Wang, Chen Zheng
80. **[System Report for CCL25-Eval Task 6: Enhancing Chinese Essay Rhetoric Recognition through Targeted Data Augmentation and Model Ensemble Voting ↗](https://aclanthology.org/2025.ccl-2.29/)**Jingjun Tang, Zhiwen Tang
81. **[System Report for CCL25-Eval Task 7: A Two-Stage Multi-Domain Fine-Tuning Framework for Classical Chinese Language Understanding ↗](https://aclanthology.org/2025.ccl-2.31/)**Qizhe Wei
82. **[System Report for CCL25-Eval Task 7: A Two-stage Framework for Aligning LLM to Chinese Literature via Fine-Tuning and Prompting ↗](https://aclanthology.org/2025.ccl-2.33/)**Fan Su, Yiming Qin, Aijia Zhao et al.
83. **[System Report for CCL25-Eval Task 8: ClinSplitFT: Enhancing ICD Coding in Chinese EMRs with Prompt Engineering and Candidate Set Splitting ↗](https://aclanthology.org/2025.ccl-2.39/)**Pusheng Chen, Qiangyu Tan, Zhiwen Tang
84. **[System Report for CCL25-Eval Task 8: Improving ICD Coding with Large Language Models via Disease Entity Recognition ↗](https://aclanthology.org/2025.ccl-2.36/)**Tengxiao Lv, Juntao Li, Chao Liu et al.
85. **[System Report for CCL25-Eval Task 8: Structured ICD Coding with LLM-Augmented Learning and Group-specific Classifiers ↗](https://aclanthology.org/2025.ccl-2.37/)**Bo Wang, Kaiyuan Zhang, Chong Feng et al.
86. **[System Report for CCL25-Eval Task 9: Leveraging Chain-of-Thought and Multi-task Learning for Optimized Traditional Chinese Medicine Diagnosis and Treatment ↗](https://aclanthology.org/2025.ccl-2.44/)**Jian Zhang, Wei Zhu, Zhiwen Tang
87. **[TAG: Dialogue Summarization Based on Topic Segmentation and Graph Structures ↗](https://aclanthology.org/2025.ccl-1.83/)**Yatian Shen, Qichao Hao, Guosong Deng et al.
88. **[Ti-MISO:基于TiLamb的藏文多模态生成式文本摘要 ↗](https://aclanthology.org/2025.ccl-1.41/)**巩鑫 巩鑫, Xiaodong Yan, 常浩远 常浩远 et al.
89. **[TibLex:一种基于拉丁编码的藏文词表优化策略 ↗](https://aclanthology.org/2025.ccl-1.21/)**更尕多杰 更尕多杰, Yuan Sun
90. **[Towards Coarse-to-Fine Evaluation of Inference Efficiency for Large Language Models ↗](https://aclanthology.org/2025.ccl-1.75/)**Yushuo Chen, Tianyi Tang, Erge Xiang et al.
91. **[UMAD: Enhancing LLM Debiasing via Multi-Agent Debate and Token-Level Bias Interpretation ↗](https://aclanthology.org/2025.ccl-1.81/)**Hanwen Gu, JieMa JieMa, Ying Qin et al.
92. **[Unveiling the Linguistic Acceptability Judgments of Large Language Models in Multilingual Contexts ↗](https://aclanthology.org/2025.ccl-1.65/)**Fuyu Xing, Haoyu Huang, Dawei Mo et al.
93. **[中文阅读中的信息密度与认知资源动态分配研究 ↗](https://aclanthology.org/2025.ccl-1.40/)**Yuhao Liang, Xiaolu Zhong, Quan Yang
94. **[主题感知的多意图识别与槽位填充联合建模方法 ↗](https://aclanthology.org/2025.ccl-1.39/)**Jing Luo, Weihua Wang, Yue Cao et al.
95. **[人机价值观驱动的对话情绪生成模型 ↗](https://aclanthology.org/2025.ccl-1.47/)**Zhiqiang Ma, Haoran Ye, Jia Liu et al.
96. **[传统价值观成语当代语境表现分析––––-基于BCC语料库的计量研究 ↗](https://aclanthology.org/2025.ccl-1.35/)**孙浩 孙浩, 刘洋洋 刘洋洋, Huidong Du et al.
97. **[例句质量评估体系构建及大语言模型例句生成能力评估 ↗](https://aclanthology.org/2025.ccl-1.10/)**Mingwei Fang, Junhui Zhu, Luming Lu et al.
98. **[历时演变视角下的古汉语分词:时期嵌入与大规模语料库的应用 ↗](https://aclanthology.org/2025.ccl-1.49/)**Yonghong Ke
99. **[基于LLM与跨语言嵌入的中亚低资源语言平行语料库构建方法 ↗](https://aclanthology.org/2025.ccl-1.36/)**YuanQi YuanQi, Alim Murat
100. **[基于个性化记忆策略的小参数语言模型高效对齐方法 ↗](https://aclanthology.org/2025.ccl-1.46/)**Mengxiao Zhu, Peilin Tang, Sha Jiu et al.

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