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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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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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Neural Networks to Infer Traditional Chinese Medicine Prescriptions from Indications
Ith increasing digitization of Chinese medicine-related books and extraction and analysis of the ingredients in herbs, it now becomes feasible to use...
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Factor Analyses on Positive and Negative Evaluations of Games against Go Programs
Analyzing users’ preferences is important for many platforms to further improve users’ satisfaction or make recommendations. This is the same for...
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An Empirical Analysis of Gumbel MuZero on Stochastic and Deterministic Einstein Würfelt Nicht!
MuZero and its successors, Gumbel MuZero and Stochastic MuZero, have achieved superhuman performance in many domains. MuZero combines Monte Carlo...
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Impression Effect of Using Politeness Theory by Educational-Support-Robot that Suggest the Number of Problems by Real-Time Dialogue System
In recent years, educational-support-robots have attracted much attention. In conventional educational-support-robots, the number of problems to be...
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Lay Summarization of Biomedical Documents with Discourse Structure-Based Prompt Tuning
Transforming complex biomedical texts into accessible lay summaries is a critical endeavor in Natural Language Generation (NLG). This study addresses...
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Deep Learning for Journalism: The Bibliometric Analysis of Deep Learning for News Production in the Artificial Intelligence Era
This research aims to evaluate the articles published from 2018 to 2023. We focused on the deep learning issues that have risen in the last decade....
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Integration of Convolutional Neural Networks and Autoencoding for Generating Reconfigurable Intelligent Surfaces
This paper presents a method utilizing convolutional neural networks (CNN) and autoencoding for generating a reconfigurable intelligent surface (RIS)...
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Host’s Assistant: Leveraging Graph Neural Networks for Daily Room Rate Prediction on Online Accommodation Sites
Pricing has always been an important topic. It takes a lot of effort and time from the most traditional economic point of view. Therefore, many...
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Optimizing 3D Object Detection with Data Importance-Based Loss Reweighting
With the advancement of AI technology, deep learning-based intelligent driving assistance systems have seen substantial growth. However, 3D object...
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Automatic Identification of Table Contents in Electronic Component Specifications of EDA
With the rapid advancement of technology, the electronics industry has flourished in recent decades. Electronic products such as computers, mobile...