Advanced Intelligent Computing Technology and Applications

._ Natural Language Processing and Computational Linguistics.
._An Efficient Emotional Speech Synthesis Approach via Multi-Scale Feature Generation.
._Self-Improvement: Large Language Models Can Self-Improve Generation with External Tools.
._CCSK: Cognitive Convection of Self-Knowledge Based Retrieval Augmentation for Large Language Models.
._BERT-based Information Fusion Aspect-Level Sentiment Analysis Method.
._LG-LoRA: Learnable Group Low-Rank Adaptation for Parameter-Efficient Fine-Tuning.
._A Word Replacement-based Data Augmentation Method for Low-Resource Neural Machine Translation.
._A Hierarchical Framework for Dialogue Topic Segmentation via Global Topic Shifts and Local Entity Coherence.
._PIDRCMPP: Rapid Multi-Strategy Hierarchical Jailbreak Attacks on LLMs.
._Auxiliary Context Module and Weighted Multihead Fusion for multimodal intent recognition.
._Enhancing Structural Awareness in Table-to-Text Generation through Multi-Task Learning.
._SadpFSRE: A Novel Semantic Aggregation and Dual Perspective Contrastive Framework for Few-Shot Relation Extraction.
._Improving Large Language Models for Programmatic Text Understanding via Iterative Instruction Refinement.
._Aspect-Based Sentiment Analysis with Dual Contrastive Learning and LLMs Data Augmentation.
._Multi_Semantic RAG: What's Not Important Is Important.
._CAT-CPR-TOD: A Framework for Context-Aware Training with Clue-Guided Prompt Reasoning in Task-Oriented Dialogue.
._A continuous diffusion text generation model with a new denoising structure.
._VF-Dual: View-Fusion Dual-Stream Architecture for Emotion Recognition in Conversations.
._Incorporating Cross-Lingual Fine-Grained Dual Alignment Features in Domain-Specific Translation Quality Estimation.
._Multi-Perspective Attention-enhanced Knowledge Graph-based recommendation.
._Learning to Expand: Dynamic Adaptive Monte-Carlo Tree Search for Code Generation.
._SLearnLLM: A Self-Learning Framework for Efficient Domain-Specific Adaptation of Large Language Models.
._CyberRE-LLM: Cyber Threat Intelligence Relation Extraction with Large Language Model.
._Supporting Retriever's Training by Joint Likelihood-based Soft-label Generation.
._Retrieval-Augmented Generation with Mixed Sentence-BERT for Relation Extraction.
._Self-controller: Controlling LLMs with Multi-round Step-by-step Self-awareness.
._Research on Controllable Text Generation Method Based on Hamiltonian Systems and Large Language Models.
._LDiT: Pseudo-Label Noise Adaptation via Label Diffusion Transformer.
._Evaluating Human-Large Language Model Alignment in Authorship Attribution.
._RDLoRA: Rank-Decomposed Low-Rank Adaptation for Multi-Task Medical Applications.
._R-DGCN: Adaptive Residual Weighting for Enhanced Personality Detection.
._Evaluate-and-Purify: Fortifying Code Language Models Against Adversarial Attacks Using LLM-as-a-Judge.
._Multi-hop ContraDial: Multi-hop Reasoning for Contradiction Detection in Dialogue.
._TSSP: Reducing Hallucinations in Abstractive Summarization through Targeted Syntactic Structure Planning.
._From Textbooks to Data: Generating High-Quality Domain-Specific QA Data with Large Language Models.
._RobustCSE: A Sentence Representation Method for Enhancing Contrastive Learning Framework with Large Language Models and Adversarial Training.
._SOAEsV2-7B/72B: Full-Pipeline Optimization for State-Owned Enterprise LLMs via Continual Pre-Training, Domain-Progressive SFT and Distillation-Enhanced Speculative Decoding.
._N-gram Sliding Window Watermarking.
._EKE: External Knowledge-Enhanced Prompt for Chinese Few-shot Event Extraction.
._HalluScope: A Comprehensive Dataset for Evaluating Hallucination in Large Language Models Across Multiple Domains.
._FiGMEL: A Multimodal Entity Linking Framework with Large Language Models and Fine-Grained Semantic Class.
._Multimodal Sarcasm Detection Based on Cross-Modal Fine-Grained Fusion and Reasoning Chain Enhancement.
._MHGA-RAG: Multi-Hop Graph-Attention Synergy for Enhanced Retrieval-Augmented Generation.
._Dynamic Adversarial Training for Jailbreak Robustness: A Security Enhancement Scheme for LLMs.