Neural Information Processing
Springer Nature Switzerland AG (Verlag)
978-981-96-7007-9 (ISBN)
The 472 regular papers presented in this proceedings set were carefully reviewed and selected from 1301 submissions. These papers primarily focus on the following areas: Theory and algorithms; Cognitive neurosciences; Human-centered computing; and Applications.
Integrating Hierarchical Fine-Grained and Global Information for Multimodal Sentiment Analysis.- Elemental Discourse Unit Guidance Based Model for Multimodal Sentence Summarization.- DeemCLIP: Multimodal Emotion Information Enhanced Human Action Recognition.- Can Multimodal Large Language Model Think Analogically?.- PKRD-CoT: A unified Chain-of-thought Prompting for Multi-Modal Large Language Models in Autonomous Driving.- Multi-Granularity Multimodal Information Interaction for Knowledge Graph Completion.- Graph Enhanced Cross-Modal Retrieval based on Visual-Language Knowledge Distillation.- A Simple Interactive Attention for Multimodal Named Entity Recognition.- Multimodal Polarity-semantic Coupling Network for Sarcasm Analysis.- A Two-Stage Multi-Domain Collaborative Optimization Network for 3D Human Mesh Recovery.- Supporting Event Sentence Coreference Identification with Progressive Prompt-guided Implicit knowledge Distillation.- CRGAT: Contextualized Relational Graph Attention Network for Knowledge Graph Completion.- Leveled Learning: An Interpolation-Based Data Augmentation Method on Few-Shot Text Classification.- Prompt-tuning for Clickbait Detection via Text Summarization.- Optimizing BERT for Superior NLP Performance: Balancing Efficiency with Advanced Pre-Training Techniques.- EBPL: Financial Event Causality Extraction Based on Prompt Learning.- TCAN: Triple Context-Aware Network for Multi-Modal Conversational Emotion Recognition.- DDKG: Dual attention KG-to-text Generation with Dual-view Graph Attention.- The Master-Slave Encoder Model for Improving Patent Text Summarization: A New Approach to Combining Specifications and Claims.- MulLog: A Software Defect Prediction Approach Based on Multi-Label Contrastive Learning and Line Property Graph Learning.- Video Piracy Websites Detection using Continual Learning with Elastic Weight Consolidation.- MetaRAED: Meta Learning Prototype-based Retrieval Augmented Few-shot Event Detection.- Cantonese Dialect Transcription in Diverse Sophisticated Scenarios via the OpenAI Whisper Speech Recognition Model.- Cross-lingual Sentence Representations via Focus Learning.- SPSEAE: Soft Prompt with Relevant Context Aggregation for Sentence-Level Event Argument Extraction.- HinglishCap: A Code Mixed Hindi-English Image Captioning Framework.- Silent Intruders: Dissecting Textual Backdoor Attacks in Federated
Dialog Systems.- SBoRA: Low-Rank Adaptation with Regional Weight Updates.- Improving Document-level Event Coreference Resolution with Knowledge Distillation.- Improving In-Context Learning with Inquiry Style Classification in Table Question Answering.- Role-playing based on Large Language Models via Style Extraction.
| Erscheinungsdatum | 15.06.2025 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | 121 Illustrations, color; 7 Illustrations, black and white |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Applied Computing • Artificial Intelligence • Collaborative and social computing • document management and text processing • Education • human-centered computing • Information Retrieval • information systems • Information Systems Applications • Information Theory • machine learning • Operations Research • physical sciences and engineering • semantics and reasoning • Theory and algorithms for application domains • ubiquitous and mobile computing • Visualization |
| ISBN-10 | 981-96-7007-1 / 9819670071 |
| ISBN-13 | 978-981-96-7007-9 / 9789819670079 |
| Zustand | Neuware |
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