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· 분류 : 외국도서 > 컴퓨터 > 기업 애플리케이션 > 일반
· ISBN : 9789819605781
· 쪽수 : 478쪽
· 출판일 : 2024-11-29
목차
.- Information Retrieval and Text Processing.
.- Learning Contrastive Representations for Dense Passage Retrieval in Open-domain Conversational Question Answering.
.- Wikipedia Empowered Natural Language Interface for Web Search.
.- Mathematical Formulas-Based Scientific Literature Retrieval with Heterogeneous Network Semantic Enhancement.
?.- MarkedDPR: Enhancing Dense Passage Retrieval with Exact Match Signals and Synthetic Data Augmentation.
.-?Text and Sentiment Analysis.
.- Explaining a Deep Learning Model for Aspect-Based Sentiment Analysis Using SHAP.
.- Knowledge Injection from a Domain Sentiment Ontology in an Attention Neural Network for Aspect-Based Sentiment Classification.
.- Multilingual, Cross-lingual, and Unilingual Models for ABSC.
.- From Data to Insights: Constructing and Evaluating a Hospitality Dataset for Quadruple Aspect-Based Sentiment Analysis.
.- A Cross-Lingual Meta-Learning Method Based on Domain Adaptation for Speech Emotion Recognition.
.- Data Analysis and Optimisation.
.- Representation with Minimized Max-error in Optimal Piecewise Linear Approximation of Time Series Data.
.- A Big Data Drilling Method for Value Assessment of Leakage Data.
.- An Effective Tag Assignment Approach for Billboard Advertisement.
.- Early Discovery of Key Innovative Publications by Analyzing Emerging Topic Trends.
.- Two-Stage Trained Stacking Model for Univariate Time Series Forecasting.
.- ITRA: Incremental Task Replanning Algorithm for multi-UAV Based on Centralized-Distributed Negotiation.
.- Query Processing and Information Extraction.
.- RePair My Queries: Personalized Query Reformulation via Conditional Transformers.
.- DORA: A Reliability-Associated Query Optimization Framework for Plan Selection.
.- REXIO: Indexing for Low Write Amplification by Reducing Extra I/Os in Key-Value Store under Mixed Read/Write Workloads.
.- Enhancing Multi-Hop Complex Question Answering with LLM-based Pseudo-Document Generation and Adaptive Retrieval.
.- Enhancing RAG's Retrieval via Query Backtranslations.
.- Hierarchical Indexing for Interactive Zooming of Document Clusters.
.- Distributed k-hop Query Powered by an Asynchronous Framework.
.- Contract Clause Extraction Using Question- Answering Task.
.-?Knowledge and Data Management.
.- Data- and Activity-centric Business Process Modeling: An Approach based on Business Units.
.- Periphoscape: Enhance Wikipedia Browsing by Presenting Diverse Aspects of Topics.
.- TERM: Tree Ensemble Models for Interpretable Rule Mining.
.- A high utility co-location pattern mining algorithm using multiple utility thresholds.
.- Talking Buildings: Interactive Human-Building Smart-Bot for Smart Buildings.
.- Concepts and Relations Features Are All You Need for Embedding-based Ontology Matching.
.- An Ontological Approach for Anomaly Detection in Supply Chain-based Business Processes.
.- Incorporating Taxonomic Reasoning and Regulatory Knowledge into Automated Privacy Question Answering.
.- AutoTable: Effective and Efficient Automated Feature Transformation for Tabular Data.
