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Multimodal Information Retrieval
In today’s rapidly evolving digital landscape, the wealth of available information has expanded beyond the boundaries of traditional text-based...
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Retrieval Augmented Modeling
Till this point in our book, we have discussed the fundamental principles of information retrieval, exploring its key elements, and various...
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Outlook
While multimodal information retrieval has several exciting applications and a high potential for impact on important problems, there are several...
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Multimodal Content Generation
In this chapter, we will review the advances that are being made in this new field of multimodal content generation and also discuss several...
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Transformer-Driven Models for Language, Vision, and Multimodality
In this chapter, we will learn about the modeling and learning techniques that drive multimodal applications. We will focus specifically on the...
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Introduction
In this book, our emphasis is on multimodal information retrieval, specifically concentrating on text and image data. The traditional unimodal...
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Research on Application of Deep Learning in Esophageal Cancer Pathological Detection
As the “gold standard” of tumor diagnosis, pathological diagnosis is more reliable than the analytical diagnosis, ultrasound, CT, nuclear magnetic...
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Temporal Modification of Event Kinds
As the counterpart to kinds of entities or objects [5], event kinds are used to account for a variety of linguistic facts in the event domain. The...
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Sentence-Final Particle de in Mandarin as an Informativity Maximizer
In this study, we provide a new empirical generalization of the meaning contribution of the Mandarin sentence-final particle de from an information...
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Silence, Dissent, and Common Ground
In a certain picture of cooperative conversation, ‘silence gives assent’. However, in adversarial contexts, structured by power dynamics, silence may...
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Formalizing Henkin-Style Completeness of an Axiomatic System for Propositional Logic
I formalize a Henkin-style completeness proof for an axiomatic system for propositional logic in the proof assistant Isabelle/HOL. The formalization...
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Visualization Techniques for Analyzing Learning Effects – Taking Python as an Example
With the advent of the information age, data visualization technology has gradually shown its unique features in various information fields, and its...
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A Survey of the Effects of Electrical Stimulation on Pain in Patients with Knee Osteoarthritis
Objective: To determine whether electrical stimulation therapy is effective at reducing pain in people with knee osteoarthritis. Methods: Various...
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Research on Performance Evaluation of Industrial Economic Management Based on Improved Machine Learning
Aiming at the problem of poor self-protection ability caused by too many iterations in the performance evaluation system of industrial economic...
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A Data Fusion Method of Information Teaching Feedback Based on Heuristic Firefly Algorithm
In order to obtain more accurate teaching feedback information, an information-based teaching feedback data fusion method is designed based on the...
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Research and Practice of Sample Data Set Collection Platform Based on Deep Learning Campus Question Answering System
This document expounds the design and implementation scheme of a question-and-answer sample dataset collection platform using...
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On the Trend and Problems of IoT Data Anomaly Detection
With the rapid development of Internet technology, the Internet of Things is also constantly develo** and progressing. More and more areas are...
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Algorithm of Pedestrian Detection Based on YOLOv4
Pedestrian detection technology is applied to more and more scenes, which shows high application value. In recent years, with the development of...
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Research on the Verification Method of Capillary Viscometer Based on Connected Domain
In order to solve the problem that the dust in the insulation cabinet is mistakenly identified as the liquid level in the process of automatic...
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Design of Digital Image Information Security Encryption Method Based on Deep Learning
Due to the high degree of overlap** of digital image information, the security encryption ability of digital image information is weak and the...