- Natural language processing.- A Boundary Feature enhanced Span-based Nested Named Entity Recognition Method.- Enhancing NER with Sentence-Level Entity Detection as an simple Auxiliary Task.- CeER: A Nested Name Entity Recognition Model Incorporating Gaze Feature.- External Knowledge Enhancing Meta-Learning Framework for Few-shot Text Classification via Contrastive Learning and Adversarial Network.- Filter-GLAT: Filter Glanced Decoder Output for Non-autoregressive Transformer.- Joint Semantic Relation Extraction for Multiple Entity Packets.- RSET: Remapping-based Sorting Method for Emotion Transfer Speech Synthesis.

- Explicit Relation-Enhanced AMR for Document-Level Event Argument Extraction with Global-Local Attention.- Parallel Program Generation for Hybrid Tabular-Textual Question Answering.- CGSL: Collaborative Graph and Segment Learning Based Aspect-level Sentiment Analysis Model.- SE-GCN: A Syntactic Information Enhanced Model for Aspect-based Sentiment Analysis.- Generative AI and LLM.- Similarity Retrieval and Medical Cross-modal Attention based Medical Report Generation.- Answering Spatial Commonsense Questions based on Chain-of-Thought Reasoning with Adaptive Complexity.- LLM-Based Empathetic Response through Psychologist-Agent Debate.

- UFI4ER: An Utterance-Level Feature Dynamic Interaction Model for Cognition-Enhanced Empathetic Response Generation.- Enhancing Continual Relation Extraction with Concept Aware Dynamic Memory Optimization.- Knowledge-Enhanced Context Representation for Unbiased Scene Graph Generation.- Modal Complementarity based on Multimodal Large Language Model for Text-based Person Retrieval.- Bridging the Information Gap Between Domain-Specific Model and General LLM for Personalized Recommendation.- Watch Your Words: Successfully Jailbreak LLM by Mitigating the "Prompt Malice".- Generating Adversarial Texts by the Universal Tail Word Addition Attack.- Smaller Can Be Better: Efficient Data Selection for Pre-training Models.

- How to Enhance Low-Resource Knowledge Tracing Tasks? A Pre-training and Gradient Adjusting Fine-tuning Framework.- Computer Vision.- A Learned Image Compression Method for Electricity Tower Monitoring Based on the Transformer-CNN-Based Network.- A Lightweight OCT Image Classification Model with Low Configuration and High Efficiency.- An Enhanced MobileNet with Multi-Scale Aggregation for DR Classification.- GIPUT: Maximizing Photo Coverage Efficiency for UAV Trajectory.- LPLA:The Adversarial Attack against License Plate Recognition Systems.- PW-CM: A Medical Image Segmentation Based on Consistency Model by Using Patches and Wavelet Transforms.

- WS-GCA: A Synergistic Framework for Precise Semantic Segmentation with Comprehensive Supervision.- YOLO-VanNet: An improved YOLOv5 method for PCB surface defect detection.- Long video scoring method fusing high-precision pose and spatio-temporal attention modules.- Recommender System.- Filter-enhanced Multi-interest Network for Sequential Recommendation.