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ORCIDNLPCC 2025: Urumqi, China - Part II
- Xian-Ling Mao
, Zhaochun Ren, Muyun Yang:
Natural Language Processing and Chinese Computing - 14th National CCF Conference, NLPCC 2025, Urumqi, China, August 7-9, 2025, Proceedings, Part II. Lecture Notes in Computer Science 16103, Springer 2026, ISBN 978-981-95-3345-9
Multimodality and Explainability
- Zhihua Li, Haoguang Wen, Wenpeng Hu, Zhunchen Luo, Lingqiang Chen, Sijia Wang, Shuyi Wu:
DPIMerge: An Efficient Dynamic Parameter Interpolation Framework for Alleviating Pure Text Forgetting in Multimodal Large Models. 3-15 - Pengfei Du, Yongjun Huang, Xu Chang, Ruifan Li:
MRF: A Modality-Resilient Framework for Handling Missing Modalities in Multimodal Learning. 16-33 - Yuan Ge, Kaiyang Ye, Saihan Chen, Aokai Hao, Xiangnan Ma, Kaiyan Chang, Tong Xiao, Jingbo Zhu:
StoryBench: A Dataset for Diverse, Explainable, Multi-hop Narrative Text-to-Image Generation. 34-47 - Xinhao Wang, Xinyu Ma, Shengyong Ding, Lidia S. Chao, Derek F. Wong:
Mitigating Object Hallucination Through Assembled Chain-of-Thought Reasoning. 48-61 - Xiangyu Lu, Wang Xu, Haoyu Wang, Hongyun Zhou, Haiyan Zhao, Conghui Zhu, Tiejun Zhao, Muyun Yang:
DuplexMamba: Enhancing Real-Time Speech Conversations with Duplex and Streaming Capabilities. 62-74 - Ye Wang, Qingwen Liu, Zejun Li, Siyuan Wang, Shijie Guo, Zhongyu Wei:
Bi-directional Semantic Alignment for Large Vision Language Model Training via Echo-Former. 75-87 - Xu Yang, Rui Chen, Cunli Mao, Ying Li, Shengxiang Gao, Zhengtao Yu:
A Southeast Asian Language OCR Dataset and Evaluation for Large Multimodal Models. 88-100 - Yake Niu, Luyi Wang, Yunqi Zhang, Songda Li, Hui Zhao:
DiagDiff: A Diagnosis-Aware Diffusion Model for Radiology Report Generation. 101-114 - Na Wang, Zhenbei Guo, Cunli Mao, Linqin Wang, Zhengtao Yu, Shengxiang Gao:
Fine-Grained Prosody-Controllable Lao Speech Synthesis Guided by Natural Language. 115-127 - Huayang Li, Jingjie Zeng, Shaowu Zhang, Liang Yang, Yuanyuan Sun, Kan Xu, Hongfei Lin:
How Do Shared Experts Dynamically Adapt to Routing Constraints in Mixture-of-Experts? 128-140 - Jianxin Liang, Xiaojun Meng, Yueqian Wang, Chang Liu, Qun Liu, Dongyan Zhao:
End-to-End VideoQA with Frame Scoring Mechanisms and Adaptive Sampling. 141-154 - Junzhe Wang, Zhiheng Xi, Wei He, Dingwei Zhu, Shihan Dou, Tao Gui, Qi Zhang:
Visual Sketchbook: Enhancing Chart-to-Code Generation via Reflective Refinement. 155-167 - Jingyuan Yang, Rongjun Li, Weixuan Wang, Ziyu Zhou, Zhiyong Feng, Wei Peng:
Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models. 168-180 - Jingyuan Yang, Bowen Yan, Rongjun Li, Ziyu Zhou, Xin Chen, Zhiyong Feng, Wei Peng:
Gradient Co-occurrence Analysis for Detecting Unsafe Prompts in Large Language Models. 181-192
NLP Applications/Text Mining
- Jiamu Yan, Zhengxian Gong:
Enhancing Coherence Measurement Based on Rhetorical Structure Theory for AES Task. 195-208 - Wenyao Peng, Xiaodong Shi:
Enhancing GPT-Based Input Method with Domain-Adaptive Pinyin Encoder(s). 209-221 - Shichang Zhu, Xiao Liu, Ying Li, Zhenyu Hou, Zhengtao Yu:
Improving Grammatical Error Correction with Dynamic Linguistic Knowledge Fusion. 222-235 - Xiao Liu, Shichang Zhu, Ying Li, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang:
SAGEC: Syntax-Aware Grammatical Error Correction with Retrieval-Augmented Generation. 236-249 - Haiming Wu, Zhinie Nie, Songkun Ji, Dawei Song:
DRA: A Dual Retrieval Architecture for Domain Chinese Spelling Check. 250-262 - Bo Yuan, Yulin Chen, Yin Zhang:
Label-Guided Self-knowledge Distillation for Multi-class Text Classification. 263-275 - Zihao Mao, Qiguang Chen, Yongheng Zhang, Ruoxi Zhou, Peng Wang, Yao Li, Sheng Wang, Libo Qin:
MvDDI: A Multi-view Interaction Framework for Few-Shot Drug-Drug Interaction. 276-288 - Yiming Huang, Jiyu Guo, Jichuan Zeng, Cuiyun Gao, Peiyi Han, Chuanyi Liu:
MQA-SQL: Mitigating Question Ambiguity in Text-to-SQL with Multi-model Collaboration and Multi-variant Query Rephrasing. 289-300 - Yuchen Yan, Hanjie Zhao, Senbin Zhu, Hongde Liu, Zhihong Zhang, Yuxiang Jia:
Dialogue-Based Multi-dimensional Relationship Extraction from Novels. 301-312 - Haiye Lin, Ruobing Xie, Hao Zhang, Wenjie Liang, Jin Xu, Ding Zhang, Jiale Wang, Hai-Tao Zheng, Yanfeng Chen, Saiyong Yang, Xingwu Sun, Zhanhui Kang:
RAG-Targeted SFT Improves RAG-Enhanced Math Reasoning. 313-324 - Zihao Yu, Ying Li, Zhengtao Yu, Wenjun Wang:
Linguistic Error-Aware Data Augmentation for Lao Grammatical Error Correction. 325-337 - YiDu Chen, Bo Ma, Yating Yang, Dilxat Abdureyim, Rui Dong, Zhen Wang, Lei Wang, Xi Zhou:
LyRE: Learning Varying Fusion Degrees with Hierarchical Aggregation to Improve Multimodal Misinformation Detection. 338-350 - Kai Ma, Junyu Lu, Qi Yang, Jingjie Zeng, Bo Xu, Liang Yang, Hongfei Lin:
FTAF: Facilitating Fine-Grained Toxic Language Detection via Text Rewriting and Relationship Chain Learning. 351-363 - Dawen Chu, Pengyu Ren, Fen Yang, Bingchen Zhong, Lu Zhang, Xiangping Wu, Shuoran Jiang, Jianlin Li, Qingcai Chen:
CLSurCoder: LLMs Based Cross-Lingual Transfer Learning for Low-Resource Language Surgical Records Coding. 364-376 - Jipeng Cen, Jiaxin Liu, Zhixu Li, Jingjing Wang:
CPO-SQL: Boosting Small LLMs for Text-to-SQL via Efficient In-Context Learning and Preference Optimization. 377-389 - Zong Zuo, Jicang Lu, Lei Tan, Zhufeng Li, Zhenyu Li, Fenlin Liu:
Structured Topic-Enhanced News Recommendation Method with Multi-view Learning. 390-402 - Libo Sun, Siyuan Wang, Zhongyu Wei:
Identity-Driven Hierarchical Role-Playing Agents. 403-417 - Muchen Lan, Jiayi Wu:
MoSGCN: Aspect-Based Sentiment Analysis via Distance Matrix and Similarity Graph. 418-430 - Yanming Li, Ziye Tang, Siyi Wang, Guilin Qi:
Two Steps to Precision: Enhancing Reliable API Invocation in Code Generation. 431-442 - Yingqian Wu, Qiushi Wang, Zefei Long, Rong Ye, Zhongtian Lu, Xianyin Zhang, Bingxuan Li, Wei Chen, Liwen Zhang, Zhongyu Wei:
FinTeam: A Multi-agent Collaborative Intelligence System for Comprehensive Financial Scenarios. 443-455 - Wanlong Yu, Wei Wan, Zhenxu Wang, Feng Li, Kang Wang, Gang Hu:
Open Bilingual Benchmark and Leaderboard for Large Language Models in Cybersecurity. 456-470 - Zhuoxuan Jiang, Tianyang Zhang, Haotian Zhang, Yinong Xun, Yang Liu, Dehua Feng, Wen Si, Shaohua Zhang:
LLMA4ITOps: A Lightweight LLM-Based Multi-Agent Framework for IT Operations and Maintenance. 471-482 - Jun Zhong, Longwei Xu, Hanyao Wei, Li Kong, Junsheng Zhou:
Genre-Wise Graph Representations for Multi-trait Essay Scoring. 483-495 - Shu-Hang Liu, Tian Lan, Yun-He Zhang, Ran Liu, Heyan Huang, Chen Xu, Zhijing Wu, Xian-Ling Mao:
Automatic Evaluating Scientific Reviews Through Meta-reviewer's Lens: A Reliable Benchmark for Peer Review Generation. 496-507 - Linqing Chen, Hanmeng Zhong, Wentao Wu, Weilei Wang:
Control Extreme Multi-label Generation via Level-Guided Token Filtering. 508-521 - Xingyun Hong, Yan Shao, Manni Duan, Zhen Wang:
Astronomical Catalogue Recommendation Based on Graph Neural Networks. 522-535
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