自然言語処理:Natural Language Processing

機械学習:Machine Learning

Codeless generation module using text-generation-webui and AUTOMATIC1111

Generative machine learning tools text-generation-webui and AUTOMATIC1111 There are open source tools such a...
アルゴリズム:Algorithms

Overview of the topic model and various implementations

Topic Model Overview The topic model will be a statistical model for automatically extracting topics (them...
アルゴリズム:Algorithms

Various uses and implementation examples of the Knowledge Graph

Knowledge Graph A knowledge graph is a graph structure that represents information as a set of related n...
オントロジー

Automatic generation of knowledge graphs and various implementation examples

Knowledge Graph A knowledge graph is a graph structure that represents information as a set of related node...
アルゴリズム:Algorithms

Overview of natural language processing and examples of various implementations

Overview of Natural Language Processing Natural Language Processing (NLP) is the general term for technolo...
アルゴリズム:Algorithms

Protected: Machine Translation Today and Tomorrow – Different Machine Learning Approaches for Natural Language

Present and future of machine translation for digital transformation, artificial intelligence, and machine learning tasks - Different machine learning approaches for natural language machine translation based on attentional neural nets, machine translation based on encoding and decoding, recurrent neural nets, machine translation based on neural nets and neural models, neural net-based translation, tree-to-strong translation, pre-ordering, parse trees and parsing, word mapping, phrase-based translation
Symbolic Logic

Small data learning, fusion of logic and machine learning, local/population learning

Small data learning, fusion of logic and machine learning, local/population learning Machine learning tec...
Clojure

Chatbot implementation using Clojure and Javascript and integration of AI functionality

Building a chatbot framework in Clojure and Javascript for use in digital transformation , artificial intelligence , and machine learning tasks and integrating various AI functions natural language processing, SVM, BERT, Transformer, Knowledge Graph, database, expert systems
アルゴリズム:Algorithms

Protected: Support Vector Machines for Weak Label Learning (2) Multi-Instance Learning

Extension of support vector machines utilized for digital transformation, artificial intelligence, and machine learning tasks; multi-instance learning approach with SVMs for weak-label learning problems (mi-SVM, MI-SVM)
アルゴリズム:Algorithms

Protected: Support Vector Machines for Weak Label Learning (1) Semi-supervised Learning

Weak label learning (semi-supervised learning where label information is given only for a subset of training cases) as an application of support vector machines utilized in digital transformation, artificial intelligence, and machine learning tasks
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