Web and Big Data

Web and Big Data

8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, August 30 - September 1, 2024, Proceedings, Part I

Guo, Hongjie; Tung, Anthony; Zhang, Wenjie; Zheng, Zhonglong; Wang, Xiaoyang; Yang, Zhengyi

Springer Verlag, Singapore

08/2024

497

Mole

9789819772315

15 a 20 dias

Descrição não disponível.
.- 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.
Machine Learning;Data mining;Graph data, RDF, social networks;Natural language processing;Knowledge graphs;Recommender systems;Representation learning;Parallel and distributed data management;Data engineering for big remote sensing data;Information retrieval;Security, privacy, and trust;Query processing and optimization;Streams, complex event processing;Spatial and temporal databases;Block chain models and applications;Graph and social network analysis;Information extraction;Advanced database and Web applications;Web search and meta-search;Multimedia information systems