Advanced Intelligent Computing Technology and Applications

21st International Conference, ICIC 2025, Ningbo, China, July 26-29, 2025, Proceedings, Part XXIII
Herausgeber: Huang, De-Shuang; Zhang, Chuanlei; Chen, Haiming; Li, Bo

• Broschiertes Buch

Produktbeschreibung

The 20-volume set LNCS 15842-15861, together with the 4-volume set LNAI 15862-15865 and the 4-volume set LNBI 15866-15869, constitutes the refereed proceedings of the 21st International Conference on Intelligent Computing, ICIC 2025, held in Ningbo, China, during July 26-29, 2025. The 1206 papers presented in these proceedings books were carefully reviewed and selected from 4032 submissions. They deal with emerging and challenging topics in artificial intelligence, machine learning, pattern recognition, bioinformatics, and computational biology.   

Produktdetails

• Verlag: Springer Nature Singapore
• Erscheinungstermin: 20. August 2025
• Englisch
• ISBN-13: 9789819500130
• ISBN-10: 9819500133
• Artikelnr.: 74764413

Inhaltsangabe

.
Natural Language Processing and Computational Linguistics. .
Can LLM be a Good Path Planner based on Prompt Engineering? Mitigating  the Hallucination for Path Planning. .
ModalLogicBench: Unveiling Modal Logic Reasoning Abilities of Large  Language Models. .
A Source Template
based Data Augmentation Method for Low
Resource  Neural Machine Translation. .
Exploring Behavior
Driven Development for Code Generation. .
LLM
Based Data Synthesis and Distillation for High
Quality Text
to
SQL  Training. .
External Knowledge
Enhanced Semi
supervised Multi
Label Short Text  Classification. .
Bridging Knowledge Gaps: Fine
Tuned RAG Frameworks for Biomedical  Evidence
Based Question Answering. .
MTAOS: Aspect
Level Opinion Summarization with Opinion Phrase  Masking. .
COMLoRA: A chain
based LoRA architecture combined with MoE. .
Sentence Trunk Fusion for Neural Machine Translation. .
ProCFD: Towards Robust Multimodal Sentiment Analysis through Prototype  Fusion and Contrastive Feature Decomposition. .
T3: A Novel Zero
shot Transfer Learning Framework Iteratively Training on  an Assistant Task for a Target Task. .
ALMP: Automatic Layer
by
layer Mixed
Precision Quantization For Large  Language Models. .
Can we employ LLM to meta
evaluate LLM
based evaluators? A  Preliminary Study. .
EmbSpeech: A Unified Framework Towards Low
Resource Zero
Shot  Speech Synthesis. .
SViQA: A Unified Speech
Vision Multimodal Model for Textless Visual  Question Answering. .
Event Causality Extraction via Label
Aware Multi
Prompt Generation  Network. .
Improving Low
Resource Neural Machine Translation with Dependency  Distance
based Self
Attention. .
Automated Coding Utterances toward Chinese Course Core Competence  with Large Language Models. .
Introspective Reward Modeling via Inverse Reinforcement Learning for  LLM Alignment. .
BERTFAN: Multi
Layer Feature Fusion and Data Augmentation for  Sentiment Analysis. .
Instruction Tuning with Data Augmentation for Event Argument Extraction. .
EQAA
MAC: Enhancing Question Answering Accuracy via Multi
Agent  Cooperation in IT Operations. .
Cross
domain Constituency Parsing with Multi
LLM Debate. .
Unified Option Generation for Zero
and Few
shot Emotion and Cause  Analysis in Dialogues. .
Open
World Knowledge Augmentation for Zero
Shot Information  Extraction in LLMs. .
Prompting Large Models for Knowledge and Reasoning Augmentation in  KB
VQA. .
IterSelectTune: An Iterative Data Selection Framework for Efficient  Instruction Tuning. .
Utilize unbiased contrastive learning to enhance the key emotional features  in low
resource sentiment analysis. .
Post
training Performance Boosting Method for Code Large Language  Models via Model Merging. .
Automated Construction of High
quality Evaluation Datasets Based on  LLMs. .
Enhancing Code Generation for Large Language Models Using Fine
Grained Distillation. .
Morphological Recombination
Based Neural Machine Translation with Self Supervised Data Augmentation. .
From Coarse to Fine: Chinese Spelling Correction Based on LoRA  Technology and Multi
Agent Collaboration. .
Using External knowledge to Enhanced PLM for Semantic Matching. .
UnCert
CoT: Uncertainty
Aware Chain
of
Thought for Code Generation  with Large Language Model. .
Towards Reliable Large Language Models: A Survey on Hallucination  Detection. .
KPEE: A Two
Stage Proposal
Based Reformulation of Event Extraction. .
Morphology
Driven Meta
Adapter for Low
Resource Mongolian Sentiment  Analysis. .
Knowledge Graph Completion Combining Dynamic Learnability and  Contrastive Learning. .
FlexKG: A Flexible Framework for Enhanced Reasoning over Knowledge  Graph with Large Language Model. .
Enhancing Code Search Fine
Tuning with Momentum Contrastive Learning  and Cross
Modal Matching. .
RECODE: Leveraging Reliable Self
Generated Tests and Fine
Grained  Execution Feedback to Enhance LLM
Based Code Generation. .
Evidence
Augmented Generative Explanation for Health Rumor Detection.