14th National Ccf Conference, Nlpcc 2025, Urumqi, China, August 7-9, 2025, Proceedings, Part II Herausgegeben:Mao, Xian-Ling; Ren, Zhaochun; Yang, Muyun
14th National Ccf Conference, Nlpcc 2025, Urumqi, China, August 7-9, 2025, Proceedings, Part II Herausgegeben:Mao, Xian-Ling; Ren, Zhaochun; Yang, Muyun
The four-volume set LNAI 16102 - 16105 constitutes the refereed proceedings of the 14th CCF National Conference on Natural Language Processing and Chinese Computing, NLPCC 2025, held in Urumqi, China, during August 7 9, 2025. The 152 full papers and 26 evaluation workshop papers included in these proceedings were carefully reviewed and selected from 505 submissions. They were focused on the following topical sections: Part I : Information Extraction and Knowledge Graph & Large Language Models and Agents. Part II : Multimodality and Explainability & NLP Applications / Text Mining. Part…mehr
The four-volume set LNAI 16102 - 16105 constitutes the refereed proceedings of the 14th CCF National Conference on Natural Language Processing and Chinese Computing, NLPCC 2025, held in Urumqi, China, during August 7 9, 2025.
The 152 full papers and 26 evaluation workshop papers included in these proceedings were carefully reviewed and selected from 505 submissions. They were focused on the following topical sections:
Part I : Information Extraction and Knowledge Graph & Large Language Models and Agents. Part II : Multimodality and Explainability & NLP Applications / Text Mining. Part III : IR / Dialogue Systems / Question Answering; Machine Translation and Multilinguality & Sentiment analysis / Argumentation Mining / Social Media. Part IV : Machine Learning for NLP; Fundamentals of NLP; Summarization and Generation; Others & Evaluation Workshop.
. Multimodality and Explainability. . DPIMerge: An Efficient Dynamic Parameter Interpolation Framework for Alleviating Pure Text Forgetting in Multimodal Large Models. . MRF: A Modality Resilient Framework for Handling Missing Modalities in Multimodal Learning. . StoryBench: A Dataset for Diverse, Explainable, Multi hop Narrative Text to Image Generation. . Mitigating Object Hallucination through Assembled Chain of Thought Reasoning. . DuplexMamba: Enhancing Real time Speech Conversations with Duplex and Streaming Capabilities. . Bi directional Semantic Alignment for Large Vision Language Model Training via Echo Former. . A Southeast Asian Language OCR Dataset and Evaluation for Large Multimodal Models. . DiagDiff: A Diagnosis Aware Diffusion Model for Radiology Report Generation. . Fine grained prosody controllable Lao speech synthesis guided by natural language. . How Do Shared Experts Dynamically Adapt to Routing Constraints in Mixture of Experts?. . End to End VideoQA with Frame Scoring Mechanisms and Adaptive Sampling. . Visual Sketchbook: Enhancing Chart to Code Generation via Reflective Refinement. . Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models. . Gradient Co occurrence Analysis for Detecting Unsafe Prompts in Large Language Models. . NLP Applications / Text Mining. . Enhancing Coherence Measurement based on Rhetorical Structure Theory for AES Task. . Enhancing GPT based Input Method with Domain Adaptive Pinyin Encoder(s). . Improving Grammatical Error Correction with Dynamic Linguistic Knowledge Fusion. . SAGEC: Syntax Aware Grammatical Error Correction with Retrieval Augmented Generation. . DRA: A Dual Retrieval Architecture for Domain Chinese Spelling Check. . Label Guided Self Knowledge Distillation for Multi class Text Classification. . MvDDI: A Multi view Interaction Framework for Few shot Drug Drug Interaction. . MQA SQL: Mitigating Question Ambiguity in Text to SQL with Multi Model Collaboration and Multi Variant Query Rephrasing. . Dialogue Based Multi Dimensional Relationship Extraction from Novels. . RAG targeted SFT Improves RAG enhanced Math Reasoning. . Linguistic Error aware Data Augmentation for Lao Grammatical Error Correction. . LyRE:Learning Varying Fusion Degrees with Hierarchical Aggregation to Improve Multimodal Misinformation Detection. . FTAF: Facilitating Fine grained Toxic Language Detection via Text Rewriting and Relationship Chain Learning. . CLSurCoder: LLMs based Cross Lingual Transfer Learning for Low resource Language Surgical Records Coding. . CPO SQL: Boosting Small LLMs for Text to SQL via Efficient In Context Learning and Preference Optimization. . Structured Topic Enhanced News Recommendation Method with Multi View Learning. . Identity Driven Hierarchical Role Playing Agents. . MoSGCN: Aspect based sentiment analysis via distance matrix and similarity graph. . Two Steps to Precision: Enhancing Reliable API Invocation in Code Generation. . FinTeam: A Multi Agent Collaborative Intelligence System for Comprehensive Financial Scenarios. . Open Bilingual Benchmark and Leaderboard for Large Language Models in Cybersecurity. . LLMA4ITOps: A Lightweight LLM based Multi Agent Framework for IT Operations and Maintenance. . Genre Wise Graph Representations for Multi Trait Essay Scoring. . Automatic Evaluating Scientific Reviews through Meta Reviewer’s Lens: A Reliable Benchmark for Peer Review Generation. . Control Extreme Multi Label Generation via Level Guided Token Filtering. . Astronomical Catalogue Recommendation Based on Graph Neural Networks.
. Multimodality and Explainability. . DPIMerge: An Efficient Dynamic Parameter Interpolation Framework for Alleviating Pure Text Forgetting in Multimodal Large Models. . MRF: A Modality Resilient Framework for Handling Missing Modalities in Multimodal Learning. . StoryBench: A Dataset for Diverse, Explainable, Multi hop Narrative Text to Image Generation. . Mitigating Object Hallucination through Assembled Chain of Thought Reasoning. . DuplexMamba: Enhancing Real time Speech Conversations with Duplex and Streaming Capabilities. . Bi directional Semantic Alignment for Large Vision Language Model Training via Echo Former. . A Southeast Asian Language OCR Dataset and Evaluation for Large Multimodal Models. . DiagDiff: A Diagnosis Aware Diffusion Model for Radiology Report Generation. . Fine grained prosody controllable Lao speech synthesis guided by natural language. . How Do Shared Experts Dynamically Adapt to Routing Constraints in Mixture of Experts?. . End to End VideoQA with Frame Scoring Mechanisms and Adaptive Sampling. . Visual Sketchbook: Enhancing Chart to Code Generation via Reflective Refinement. . Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models. . Gradient Co occurrence Analysis for Detecting Unsafe Prompts in Large Language Models. . NLP Applications / Text Mining. . Enhancing Coherence Measurement based on Rhetorical Structure Theory for AES Task. . Enhancing GPT based Input Method with Domain Adaptive Pinyin Encoder(s). . Improving Grammatical Error Correction with Dynamic Linguistic Knowledge Fusion. . SAGEC: Syntax Aware Grammatical Error Correction with Retrieval Augmented Generation. . DRA: A Dual Retrieval Architecture for Domain Chinese Spelling Check. . Label Guided Self Knowledge Distillation for Multi class Text Classification. . MvDDI: A Multi view Interaction Framework for Few shot Drug Drug Interaction. . MQA SQL: Mitigating Question Ambiguity in Text to SQL with Multi Model Collaboration and Multi Variant Query Rephrasing. . Dialogue Based Multi Dimensional Relationship Extraction from Novels. . RAG targeted SFT Improves RAG enhanced Math Reasoning. . Linguistic Error aware Data Augmentation for Lao Grammatical Error Correction. . LyRE:Learning Varying Fusion Degrees with Hierarchical Aggregation to Improve Multimodal Misinformation Detection. . FTAF: Facilitating Fine grained Toxic Language Detection via Text Rewriting and Relationship Chain Learning. . CLSurCoder: LLMs based Cross Lingual Transfer Learning for Low resource Language Surgical Records Coding. . CPO SQL: Boosting Small LLMs for Text to SQL via Efficient In Context Learning and Preference Optimization. . Structured Topic Enhanced News Recommendation Method with Multi View Learning. . Identity Driven Hierarchical Role Playing Agents. . MoSGCN: Aspect based sentiment analysis via distance matrix and similarity graph. . Two Steps to Precision: Enhancing Reliable API Invocation in Code Generation. . FinTeam: A Multi Agent Collaborative Intelligence System for Comprehensive Financial Scenarios. . Open Bilingual Benchmark and Leaderboard for Large Language Models in Cybersecurity. . LLMA4ITOps: A Lightweight LLM based Multi Agent Framework for IT Operations and Maintenance. . Genre Wise Graph Representations for Multi Trait Essay Scoring. . Automatic Evaluating Scientific Reviews through Meta Reviewer’s Lens: A Reliable Benchmark for Peer Review Generation. . Control Extreme Multi Label Generation via Level Guided Token Filtering. . Astronomical Catalogue Recommendation Based on Graph Neural Networks.
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