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An adaptive dual graph convolution fusion network for aspect-based sentiment analysis
Aspect-based Sentiment Analysis (ABSA), also known as fine-grained sentiment analysis, aims to predict the sentiment polarity of specific aspect words in the sentence. Some studies have explored the semantic correlation between words in sentences through ...
SUSTEM: An Improved Rule-based Sundanese Stemmer
Current Sundanese stemmers either ignore reduplication words or define rules to handle only affixes. There is a significant amount of reduplication words in the Sundanese language. Because of that, it is impossible to achieve superior stemming precision ...
Learning Domain Specific Sub-layer Latent Variable for Multi-Domain Adaptation Neural Machine Translation
Domain adaptation proves to be an effective solution for addressing inadequate translation performance within specific domains. However, the straightforward approach of mixing data from multiple domains to obtain the multi-domain neural machine ...
Integrated End-to-End Automatic Speech Recognition for Languages for Agglutinative Languages
The relevance of the problem of automatic speech recognition lies in the lack of research for low-resource languages, stemming from limited training data and the necessity for new technologies to enhance efficiency and performance. The purpose of this ...
Neural Machine Translation for Low-Resource Languages from a Chinese-centric Perspective: A Survey
Machine translation–the automatic transformation of one natural language (source language) into another (target language) through computational means–occupies a central role in computational linguistics and stands as a cornerstone of research within the ...
Research on the Implementation of Advertising Design Teaching Based on Unity3D Development Platform and Web3D Technology
In this work, the Unity3D development platform and Web3D technology are integrated into the teaching method of advertising design to get rid of the issues due to lack of communication and efficacy through design of digital advertisement. Based on this, an ...
Application of Intelligent Image Recognition and Digital Media Art in the Inheritance of Black Pottery Intangible Cultural Heritage
With the development of science and technology, intelligent image recognition and digital media art are gradually applied to the inheritance of intangible cultural heritage. In the inheritance of black pottery, intelligent image recognition can help ...
Intelligent Multimedia Network Security and PBL Teaching Mode in the Basic Course Teaching of College Design Major
At this stage, there are problems of disconnection between theoretical knowledge and practice and lack of coherence and progression in the teaching of basic courses for design majors. The teaching of basic courses for design majors is an important part of ...
Sentiment Analysis and Corpus: Cognitive Perspective and Overhead-accuracy Tradeoff
Human logical thinking is in the form of natural language. With the development of computer science techniques, it becomes easier and more convenient for natural language processing. Therefore, various natural language processing applications have ...
Application of Psychological Effects in Intelligent Digital English Teaching Based on Multimodal Low Resource Language Information Processing from a Psychological Perspective
With the development of information technology, intelligent digital education is gradually emerging. At the same time, with the closer economic and trade relations between regions, the demand for English talents is becoming more and more urgent. Applying ...
Virtual Sound Image Reconstruction Method for Multi-objective Optimization of Folk Music Based on Evolutionary Algorithm
At present, the exchanges in various fields such as culture, economy, and politics are becoming more and more close in the world. From the perspective of the relationship between national music and cultural development, the development of national music ...
Collaborative Optimization of English Online Teaching Informatization Based on Intelligent Multimedia Image Technology
With the rapid development of computer technology and the deepening of educational concepts, the traditional English teaching methods have also changed. As a new teaching method, online teaching has received extensive attention. Online teaching has ...
Effectiveness Analysis of Entrepreneurial Legal Risk Prevention Based on Multi-Modal Deep Learning Model
With the emergence of the upsurge of entrepreneurship, entrepreneurs are increasingly concerned about legal risks. In the process of entrepreneurship, legal risk is the biggest hidden danger of entrepreneurial enterprises. The prevention and avoidance of ...
Research on Recognition Method of Social Robot Based on T-A-GCNIIT in the Metaverse
Social robots are used in intelligent customer service, intelligent chat, intelligent shopping guides, and more because of emotion recognition studies in cognitive psychology. However, determining the user's purpose quickly and precisely has proved ...
Research on Product Advertising Design Combining Feature Extraction Technology and Web3D Technology
This work, built on the Unity3D development platform, presents a way for merging feature extraction technology and Web3D technology into advertising design to effectively address the issues of poor efficiency and distortion in the field. Using the ...
Machine Learning and Natural Language Processing Algorithms in the Remote Mobile Medical Diagnosis System of Internet Hospitals
In order to alleviate the contradiction between supply and demand of professional pharmacists, integrate medical resources, and ensure the safety of patients’ medication, the telemedicine diagnosis system has played a great role. Today, in this “Internet +...
Investigation of Visual Language Landscape of Tourist Attractions from Multimodal Perspective
With the development of economic globalization, the tourism industry has been welcomed by the public. The visual language landscape of tourist attractions can not only assist tourists to play and watch the project, but if it is properly planned, the ...
Construction of Practical Teaching Mode of Law Course Based on Multi-Mode and Low-Resource Language Learning
China's legal profession is a new profession emerging in the process of China's rule of law. Its development and refinement are increasing in accordance with the rapid social, economic and political development. However, as a lawyer, people need to learn ...
Application of 3D Image Technology in Rural Planning
The well-being of villages and villagers is directly related to the development of urban-rural relations. Rural development is an important part of poverty alleviation, as well as the main goal and means of rural rejuvenation, because rural planning ...
An Interaction-Design Method Based upon a Modified Algorithm of Newton's Second Law of Motion
Newton's Second Law of Motion algorithm is crucial to interactive visual effects and interactive behavior in interface design. Designers can only utilize simple algorithm templates in interface design since they lack organized mathematical science, ...
