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Doc2vec models: DM model, Dbow model [14].
, 2020 Doc2vec models: DM model, Dbow model [14].
Inchae Park (8407338) +2 more
core +1 more source
Learning Software Project Management From Analyzing Q&A’s in the Stack Exchange
IEEE Access, 2023 Software Project Management (SPM) is considered the key driver for the success or failure of software projects. Project failure is caused by various factors, the most important of which is poor SPM.
Alireza Ahmadi +4 more
doaj +1 more source
Natural language inference by deep learning method [PDF]
MATEC Web of Conferences, 2022 Natural Language inference refers to the problem of determining the relationships between a premise and a hypothesis, it is an emerging area of natural language processing. The paper uses deep learning methods to complete natural language inference task.
Li Saihan, Hu Zhijie, Cao Rong
doaj +1 more source
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation [PDF]
Proceedings of the 1st Workshop on Representation Learning for NLP, 2016 1st Workshop on Representation Learning for ...
Jey Han Lau, Timothy Baldwin
openaire +3 more sources
Doc2Vec based Question and Answer Search System
International Journal on Advanced Science, Engineering and Information Technology, 2021 E-learning interaction acts as a positive factor, such as improving learning commitment and learning effect and reducing the dropout rate. As an important function of e-learning interaction, if a learner queries a content that is difficult to understand during learning, a question-and-answer bulletin board that responds to the question is provided by a
HeeSeok Cho, Yong Kim
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Word embedding and text classification based on deep learning methods [PDF]
MATEC Web of Conferences, 2021 Traditional manual text classification method has been unable to cope with the current huge amount of data volume. The improvement of deep learning technology also accelerates the technology of text classification.
Li Saihan, Gong Bing
doaj +1 more source
Bug Prediction Using Source Code Embedding Based on Doc2Vec [PDF]
, 2021 Bug prediction is a resource demanding task that is hard to automate using static source code analysis. In many fields of computer science, machine learning has proven to be extremely useful in tasks like this, however, for it to work we need a way to use source code as input.
Tamás Aladics +2 more
openaire +5 more sources
Environmental and Sustainability Indicators, 2023 It is indispensable to understand where the development of the Environmental-Social-Governance (further- ESG) concept is moving. People need to know where to develop in the future, and also understand whether the development of the ESG concept is going ...
Elizaveta Steblianskaia +5 more
doaj +1 more source
Top 5 words similar with “technique” and “transmission” using Doc2vec result.
, 2020 Top 5 words similar with “technique” and “transmission” using Doc2vec result.
Inchae Park (8407338) +2 more
core +1 more source
Comparison of Text Vectorization Methods for IMDB Movie Review Sentiment Analysis Using SVM
Journal of Applied Informatics and ComputingSentiment Analysis is a scientific study in the field of Machine Learning that focuses on classifying opinions expressed in text. IMDb is a platform widely used to provide information and share viewpoints among moviegoers worldwide, where audience ...
Rifqi Mulyawan +2 more
doaj +1 more source