14th National Ccf Conference, Nlpcc 2025, Urumqi, China, August 7-9, 2025, Proceedings, Part I Herausgegeben:Mao, Xian-Ling; Ren, Zhaochun; Yang, Muyun
14th National Ccf Conference, Nlpcc 2025, Urumqi, China, August 7-9, 2025, Proceedings, Part I 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.
. Information Extraction and Knowledge Graph. . Progressive Training of Transformer for Knowledge Graph Completion Tasks. . Document level Event Coreference Resolution on Trigger Augmentation and Contrastive Learning. . Dynamic Chain of thought for Low Resource Event Extraction. . On Sentence level Non adversarial Robustness of Chinese Named Entity Recognition with Large Language Models. . Spatial Relation Classification on Supervised In Context Learning. . HGNN2KAN: Distilling hypergraph neural networks into KAN for efficient inference. . Adapting Task General ORE Systems for Extracting Open Relations between Fictional Characters in Chinese Novels. . DRLF:Denoiser Reinforcement Learning Framework for Entity Completion. . Fashion related Attribute Value Extraction with Visual Prompting. . Discovering Latent Relationship for Temporal Knowledge Graph Reasoning. . Logical Rule Constrained Large Language Models for Document Level Relation Extraction. . An Adaptive Semantic Aware Fusion Method for Multimodal Entity Linking. . Retrieve, Interaction, Fusion: a Simple Approach in Ancient Chinese Named Entity Recognition. . Reasoning Guided Prompt Learning with Historical Knowledge Injection for Ancient Chinese Relation Extraction. . MMD TKGR: Multi Agent Multi Round Debate for Temporal Knowledge Graph Reasoning. . AutoPRE: Discovering Concept Prerequisites with LLM Agents. . Weakly Supervised Generative Framework for Product Attribute Identification in Live Streaming E Commerce. . Exploring Representation Efficient Transfer Learning Approaches for Speech Recognition and Translation Using Pre trained Speech Models. . A Neighborhood Aggregation based Knowledge Graph Reasoning Approach in Operations and Maintenance. . CARE: Contextual Augmentation with Retrieval Enhancement for Relation Extraction in Large Language Models. . RHDG: Retrieval augmented Heuristics driven Demonstration Generation for Document Level Event Argument Extraction. . Large Language Models and Agents. . Beyond One Size Fits All: Adaptive Fine Tuning for LLMs Based on Data Inherent Heterogeneity. . From Chain to Loop: Improving Reasoning Capability in Small Language Models via Loop of Thought. . TaxBen: Benchmarking the Chinese Tax Knowledge of Large Language Models. . Propagandistic Meme Detection via Large Language Model Distillation. . Multi Candidate Speculative Decoding. . Debate Driven Legal Reasoning: Disambiguating Confusing Charges through Multi Agent Debate. . A Human Centered AI Agent Framework with Large Language Models for Academic Research Tasks. . ReGA: Reasoning and Grounding Decoupled GUI Navigation Agents. . PSYCHE: Practical Synthetic Math Data Evolution. . MultiJustice: A Chinese Dataset for Multi Party, Multi Charge Legal Prediction. . Reward Guided Many Shot Jailbreaking. . Self Prompt Tuning: Enable Autonomous Role Playing in LLMs. . RASR: A Multi Perspective RAG based Strategy for Semantic Textual Similarity. . H2HTALK: Evaluating Large Language Models as Emotional Companion. . EvoP: Robust LLM Inference via Evolutionary Pruning. . Large Language Model based Multi Agent Learning for Mixed Cooperative Competitive Environments. . EduMate:LLM Powered Detection of Student Learning Emotions and Efficacy in Semi Structured Counseling. . MAD HD: Multi Agent Debate Driven Ungrounded Hallucination Detection. . TIANWEN: A Comprehensive Benchmark for Evaluating LLMs in Chinese Classical Poetry Understanding and Reasoning. . RKE Coder: A LLMs based Code Generation Framework with Algorithmic and Code Knowledge Integration. . See Better, Say Better: Vision Augmented Decoding for Mitigating Hallucinations in Large Vision Language Models. . Exploring Large Language Models for Grammar Error Explanation and Correction in Indonesian as a Low Resource Language. . Libra: Large Chinese based Safeguard for AI Content. . FADERec: Fine grained Attribute Distillation Enhanced by Collaborative Fusion for LLM based Recommendation. . Improving RL Exploration for LLM Reasoning through Retrospective Replay.
. Information Extraction and Knowledge Graph. . Progressive Training of Transformer for Knowledge Graph Completion Tasks. . Document level Event Coreference Resolution on Trigger Augmentation and Contrastive Learning. . Dynamic Chain of thought for Low Resource Event Extraction. . On Sentence level Non adversarial Robustness of Chinese Named Entity Recognition with Large Language Models. . Spatial Relation Classification on Supervised In Context Learning. . HGNN2KAN: Distilling hypergraph neural networks into KAN for efficient inference. . Adapting Task General ORE Systems for Extracting Open Relations between Fictional Characters in Chinese Novels. . DRLF:Denoiser Reinforcement Learning Framework for Entity Completion. . Fashion related Attribute Value Extraction with Visual Prompting. . Discovering Latent Relationship for Temporal Knowledge Graph Reasoning. . Logical Rule Constrained Large Language Models for Document Level Relation Extraction. . An Adaptive Semantic Aware Fusion Method for Multimodal Entity Linking. . Retrieve, Interaction, Fusion: a Simple Approach in Ancient Chinese Named Entity Recognition. . Reasoning Guided Prompt Learning with Historical Knowledge Injection for Ancient Chinese Relation Extraction. . MMD TKGR: Multi Agent Multi Round Debate for Temporal Knowledge Graph Reasoning. . AutoPRE: Discovering Concept Prerequisites with LLM Agents. . Weakly Supervised Generative Framework for Product Attribute Identification in Live Streaming E Commerce. . Exploring Representation Efficient Transfer Learning Approaches for Speech Recognition and Translation Using Pre trained Speech Models. . A Neighborhood Aggregation based Knowledge Graph Reasoning Approach in Operations and Maintenance. . CARE: Contextual Augmentation with Retrieval Enhancement for Relation Extraction in Large Language Models. . RHDG: Retrieval augmented Heuristics driven Demonstration Generation for Document Level Event Argument Extraction. . Large Language Models and Agents. . Beyond One Size Fits All: Adaptive Fine Tuning for LLMs Based on Data Inherent Heterogeneity. . From Chain to Loop: Improving Reasoning Capability in Small Language Models via Loop of Thought. . TaxBen: Benchmarking the Chinese Tax Knowledge of Large Language Models. . Propagandistic Meme Detection via Large Language Model Distillation. . Multi Candidate Speculative Decoding. . Debate Driven Legal Reasoning: Disambiguating Confusing Charges through Multi Agent Debate. . A Human Centered AI Agent Framework with Large Language Models for Academic Research Tasks. . ReGA: Reasoning and Grounding Decoupled GUI Navigation Agents. . PSYCHE: Practical Synthetic Math Data Evolution. . MultiJustice: A Chinese Dataset for Multi Party, Multi Charge Legal Prediction. . Reward Guided Many Shot Jailbreaking. . Self Prompt Tuning: Enable Autonomous Role Playing in LLMs. . RASR: A Multi Perspective RAG based Strategy for Semantic Textual Similarity. . H2HTALK: Evaluating Large Language Models as Emotional Companion. . EvoP: Robust LLM Inference via Evolutionary Pruning. . Large Language Model based Multi Agent Learning for Mixed Cooperative Competitive Environments. . EduMate:LLM Powered Detection of Student Learning Emotions and Efficacy in Semi Structured Counseling. . MAD HD: Multi Agent Debate Driven Ungrounded Hallucination Detection. . TIANWEN: A Comprehensive Benchmark for Evaluating LLMs in Chinese Classical Poetry Understanding and Reasoning. . RKE Coder: A LLMs based Code Generation Framework with Algorithmic and Code Knowledge Integration. . See Better, Say Better: Vision Augmented Decoding for Mitigating Hallucinations in Large Vision Language Models. . Exploring Large Language Models for Grammar Error Explanation and Correction in Indonesian as a Low Resource Language. . Libra: Large Chinese based Safeguard for AI Content. . FADERec: Fine grained Attribute Distillation Enhanced by Collaborative Fusion for LLM based Recommendation. . Improving RL Exploration for LLM Reasoning through Retrospective Replay.
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